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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.
SAYSD1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
SAYSD1 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
10.1
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
5.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
SAYSD1 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
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.
SAYSD1 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
9.7
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
