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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.
SYF2 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
48.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
94.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
93.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
87.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
86.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
80.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
78.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
76.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
73.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
73.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
70.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
69.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
69.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
69.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
69.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
68.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
68.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
68.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
67.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
65.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
65.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
64.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
64.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
64.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
64.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
64.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
64.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
63.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
63.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
63.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
63.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
62.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
62.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
62.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
62.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
62.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
61.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
61.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
61.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
61.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
61.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
60.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
59.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
59.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
59.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
59.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
59.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
59.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
59.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
59.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
59.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
59.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
59.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
58.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
57.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
57.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
57.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
57.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
57.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
57.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
57.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
56.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
56.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
56.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
56.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
56.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
56.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
56.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
56.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
56.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
55.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
55.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
55.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
55.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
55.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
54.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
54.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
54.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
54.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
53.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
53.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
53.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
53.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
53.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
53.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
53.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
53.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
53.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
52.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
52.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
52.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
52.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
51.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
51.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
51.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
51.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
51.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
51.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
51.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
50.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
50.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
50.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
50.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
50.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
50.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
50.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
50.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
50.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
50.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
50.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
49.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
49.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
49.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
49.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
49.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
49.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
49.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
49.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
49.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
48.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
48.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
48.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
48.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
48.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
48.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
48.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
48.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
48.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
48.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
47.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
47.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
46.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
46.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
46.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
46.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
46.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
46.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
46.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
46.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
45.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
45.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
45.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
45.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
45.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
45.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
44.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
44.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
44.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
44.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
44.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
44.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
44.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
44.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
44.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
44.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
44.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
44.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
44.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
44.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
44.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
44.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
44.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
43.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
43.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
43.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
42.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
41.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
41.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
40.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
40.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
40.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
40.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
39.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
39.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
38.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
38.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
37.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
36.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
35.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
35.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
33.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
31.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SYF2 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
29.6
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
49.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
48.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
48.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
47.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
46.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
45.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
44.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
43.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
43.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
39.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
38.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
38.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
36.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
36.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SYF2 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
53.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
93.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
84.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
83.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
75.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
75.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
74.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
74.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
73.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
72.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
72.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
72.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
71.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
69.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
69.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
68.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
68.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
66.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
65.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
64.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
62.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
62.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
61.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
61.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
61.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
61.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
60.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
60.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
60.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
60.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
59.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
58.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
58.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
58.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
58.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
57.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
56.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
56.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
56.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
56.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
56.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
56.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
55.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
55.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
53.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
52.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
52.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
51.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
50.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
49.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
49.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
48.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
48.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
48.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
47.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
47.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
47.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
47.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
46.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
45.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
44.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
43.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
41.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
40.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
40.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
40.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
39.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
39.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
37.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
37.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
34.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
32.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
31.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.2
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.
SYF2 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
28.4
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
48.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
46.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
45.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
44.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
42.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
42.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
41.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
41.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
40.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
38.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-8.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
