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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.
GLIPR1 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
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
254.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
174.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
158.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
136.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
110.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
94.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
71.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
58.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
34.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
GLIPR1 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
24.1
Number of samples
486
Samples
Sample
Description
TPM
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
917.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
641.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
377.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
210.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
183.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
180.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
163.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
113.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
112.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
111.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
89.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
72.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
69.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
59.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
55.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
54.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
52.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
49.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
47.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLIPR1 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
10.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
33.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLIPR1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.8
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
266.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
52.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
44.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
42.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.9
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
