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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.
SAAL1 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
47.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 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.
SAAL1 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
10.8
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
5.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SAAL1 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
12.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
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.
SAAL1 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
9.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
4.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
2.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-1.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.8
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
