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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.
MFSD2A is potential prognostic, high expression is favorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
44.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
40.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 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.
MFSD2A 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
124.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
6.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
5.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
5.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
5.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
5.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
5.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
4.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
4.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
4.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
4.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
4.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
4.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
4.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
3.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
3.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
3.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
3.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
3.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
3.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
3.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
3.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
2.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
2.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
2.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
1.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MFSD2A 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
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 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.
MFSD2A 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
9.6
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
5.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
4.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
4.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
3.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
3.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
3.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
3.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
3.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
2.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
2.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
2.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
2.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
1.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
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
