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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.
STRIP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
STRIP1 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
14.8
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
STRIP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STRIP1 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
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Tumor
0.3
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Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
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Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
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Normal
0.1
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Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
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Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Tumor
0.0
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Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
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
