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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.
MFSD3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
87.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
83.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
80.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
70.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
70.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
69.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
58.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
58.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
55.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
50.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
48.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
47.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
46.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
46.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
45.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
43.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
43.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
43.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
38.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
35.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
MFSD3 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
19.1
Number of samples
486
Samples
Sample
Description
TPM
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
44.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.8
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.
MFSD3 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
18.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
57.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
45.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
41.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
MFSD3 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
17.1
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
61.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
48.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
47.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
43.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.6
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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.