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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.
SMYD5 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
19.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
41.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
35.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
35.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
SMYD5 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
16.5
Number of samples
486
Samples
Sample
Description
TPM
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
SMYD5 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
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 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.
SMYD5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
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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
1.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.9
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-1.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-2.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
