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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.
FAHD2A 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
16.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
37.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 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.
FAHD2A 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
FAHD2A 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
15.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
FAHD2A 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
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
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Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
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Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
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Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
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Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
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Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
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Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
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Normal
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
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
