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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.
FARSB is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
FARSB 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
17.0
Number of samples
486
Samples
Sample
Description
TPM
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FARSB 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
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FARSB 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
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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
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Tumor
0.3
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Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
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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
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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
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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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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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
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
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Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
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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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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Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
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Tumor
-0.1
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Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_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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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
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Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
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Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
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Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
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Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
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Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
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Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
