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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.
SMARCAL1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
SMARCAL1 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
14.9
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SMARCAL1 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
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SMARCAL1 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.9
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.9
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
