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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.
NSF is potential prognostic, high expression is favorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
NSF 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
20.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
54.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
43.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
4.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
3.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
NSF 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
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NSF 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
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
3.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
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
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
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Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
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Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
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Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_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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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
6797a69d-2f74-44b9-8147-cd4fac_D2
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
0.0
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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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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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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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Normal
0.0
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Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
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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Normal
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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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_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
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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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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Tumor
-0.3
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Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
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
