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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.
IPO11 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
IPO11 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
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
IPO11 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
IPO11 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
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Normal
0.3
0f238226-864c-4de0-8c61-01e729_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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
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Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
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Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
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Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
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Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
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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Normal
0.2
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Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
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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Normal
0.2
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Normal
0.1
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Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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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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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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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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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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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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Tumor
0.1
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Tumor
0.1
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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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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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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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Normal
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
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
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
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Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
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
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
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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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
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
-0.2
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Normal
-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
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
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Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
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Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
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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Tumor
-0.2
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Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
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Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
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Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.0
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
