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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.
KIRREL1 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
KIRREL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
48.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
KIRREL1 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
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
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.
KIRREL1 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
42.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.3
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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
