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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.
ADGRA3 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
9.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
ADGRA3 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.8
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.
ADGRA3 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-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
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.
ADGRA3 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
