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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.
SMAP1 is potential prognostic, high expression is favorable 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
21.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
37.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
SMAP1 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
27.6
Number of samples
486
Samples
Sample
Description
TPM
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
53.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
52.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
46.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
45.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
44.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
44.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
44.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
44.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
43.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
42.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
41.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
41.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
41.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
37.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
37.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.8
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.
SMAP1 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
24.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
31.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
25.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
SMAP1 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
28.4
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
49.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
49.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
46.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
45.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
40.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
39.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
37.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
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Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
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Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
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Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
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Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
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Tumor
0.2
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Normal
0.1
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Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
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Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
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Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
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Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
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Normal
0.0
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Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
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Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
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Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
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Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
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Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.9
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
