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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.
TSFM 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
41.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
129.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
119.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
78.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
77.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
75.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
75.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
74.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
74.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
73.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
71.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
70.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
69.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
68.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
65.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
64.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
62.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
62.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
61.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
61.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
61.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
60.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
60.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
60.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
59.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
59.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
59.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
58.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
58.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
57.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
57.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
56.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
56.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
55.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
55.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
54.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
54.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
54.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
54.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
54.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
53.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
53.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
53.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
53.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
53.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
53.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
52.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
52.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
52.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
52.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
52.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
52.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
52.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
51.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
51.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
50.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
50.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
50.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
50.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
50.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
49.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
49.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
49.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
49.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
49.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
49.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
47.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
46.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
46.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
46.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
46.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
45.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
45.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
45.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
45.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
45.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
45.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
45.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
45.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
45.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
44.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
44.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
44.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
44.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
43.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
43.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
43.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
43.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
42.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
42.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
42.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
42.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
42.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
42.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
42.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
41.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
41.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
41.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
41.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
41.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
41.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
40.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
40.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
40.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
40.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
39.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
39.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
39.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
39.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
39.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
38.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
38.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
38.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
38.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
37.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
37.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
37.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
36.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
35.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
35.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
34.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
34.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
TSFM 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
23.6
Number of samples
486
Samples
Sample
Description
TPM
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
56.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
46.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
46.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
40.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
39.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
37.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TSFM 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
39.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
80.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
79.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
79.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
73.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
70.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
68.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
64.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
64.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
61.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
61.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
60.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
59.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
59.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
58.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
57.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
55.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
55.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
54.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
54.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
51.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
49.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
49.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
47.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
47.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
46.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
44.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
44.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
43.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
43.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
41.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
41.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
40.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
40.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
37.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
33.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
31.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
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.
TSFM 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
20.5
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
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Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
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Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
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Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
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Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
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Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
