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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.
MFSD14B 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
32.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
66.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
61.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
59.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
56.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
56.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
56.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
53.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
49.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
48.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
48.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
48.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
48.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
47.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
47.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
47.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
47.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
46.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
46.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
45.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
45.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
45.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
44.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
44.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
44.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
43.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
43.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
43.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
42.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
41.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
41.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
41.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
41.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
40.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
40.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
39.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
38.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
38.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
38.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
38.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
36.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
36.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
35.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
35.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
35.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
34.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
34.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
33.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
27.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
MFSD14B 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
36.3
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
78.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
68.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
66.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
61.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
59.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
59.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
58.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
58.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
57.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
57.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
57.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
56.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
56.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
56.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
55.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
55.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
55.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
54.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
54.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
53.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
52.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
52.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
52.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
52.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
52.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
51.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
51.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
51.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
50.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
50.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
50.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
49.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
49.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
48.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
48.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
48.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
48.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
48.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
47.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
47.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
47.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
47.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
47.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
47.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
47.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
47.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
47.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
46.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
46.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
46.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
46.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
46.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
46.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
45.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
45.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
44.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
44.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
44.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
44.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
44.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
43.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
43.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
43.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
43.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
42.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
42.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
42.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
42.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
41.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
41.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
39.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
38.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
31.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
MFSD14B 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
33.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
71.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
60.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
59.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
55.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
53.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
52.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
51.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
46.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
46.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
43.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
41.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
38.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
36.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
34.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
34.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
33.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
32.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
25.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
25.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MFSD14B 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
33.9
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
62.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
55.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
54.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
53.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
52.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
51.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
51.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
50.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
49.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
48.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
48.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
47.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
46.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
46.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
46.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
46.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
45.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
45.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
44.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
43.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
43.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
42.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
42.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
41.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
41.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
41.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
40.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
40.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
40.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
39.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
37.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
35.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
35.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
33.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
