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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.
SYAP1 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
22.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
59.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
58.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
53.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
49.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
45.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
40.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
37.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
36.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 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.
SYAP1 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
26.4
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
65.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
53.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
50.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
50.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
50.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
49.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
49.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
47.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
46.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
46.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
45.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
41.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
40.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
39.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
37.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
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.
SYAP1 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
23.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
49.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
49.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
47.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
46.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 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.
SYAP1 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
25.4
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
53.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
45.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
44.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
41.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
38.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
30.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
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Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
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Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
