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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.
STX10 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
50.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
88.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
84.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
83.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
81.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
80.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
79.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
77.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
77.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
73.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
73.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
72.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
71.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
71.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
71.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
71.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
70.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
70.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
69.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
69.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
69.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
68.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
68.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
67.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
67.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
67.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
66.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
65.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
65.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
64.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
64.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
63.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
63.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
63.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
63.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
63.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
63.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
62.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
62.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
62.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
62.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
62.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
62.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
61.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
61.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
61.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
60.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
60.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
60.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
59.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
59.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
59.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
59.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
59.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
59.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
58.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
58.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
58.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
58.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
58.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
58.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
58.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
58.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
57.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
57.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
57.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
57.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
57.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
57.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
56.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
56.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
56.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
55.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
55.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
55.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
54.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
54.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
54.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
54.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
54.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
54.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
54.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
54.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
54.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
53.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
53.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
53.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
53.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
53.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
53.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
53.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
53.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
53.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
53.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
53.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
52.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
52.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
52.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
52.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
52.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
52.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
52.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
52.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
51.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
51.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
51.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
51.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
51.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
51.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
51.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
51.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
51.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
51.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
50.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
50.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
50.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
50.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
50.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
50.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
50.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
50.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
50.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
49.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
49.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
49.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
49.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
49.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
49.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
49.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
49.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
48.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
48.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
48.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
48.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
48.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
48.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
48.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
48.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
47.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
47.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
47.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
47.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
47.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
47.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
47.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
47.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
47.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
46.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
46.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
46.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
46.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
46.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
45.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
45.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
45.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
45.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
45.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
45.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
45.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
45.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
45.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
45.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
44.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
44.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
44.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
44.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
44.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
43.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
43.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
43.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
43.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
43.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
42.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
42.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
42.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
42.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
42.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
42.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
42.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
41.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
41.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
41.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
40.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
40.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
40.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
39.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
39.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
38.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
38.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
38.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
38.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
36.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
36.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
36.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
35.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
34.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 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.
STX10 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
37.9
Number of samples
486
Samples
Sample
Description
TPM
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
73.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
71.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
70.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
68.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
66.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
66.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
65.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
64.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
64.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
64.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
61.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
61.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
61.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
61.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
60.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
60.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
60.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
59.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
58.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
58.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
58.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
57.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
57.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
57.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
57.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
56.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
56.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
56.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
56.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
55.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
55.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
54.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
54.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
54.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
53.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
53.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
53.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
53.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
53.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
53.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
52.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
52.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
52.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
51.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
51.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
51.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
51.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
51.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
51.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
51.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
51.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
51.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
50.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
50.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
50.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
50.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
50.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
50.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
50.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
49.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
48.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
48.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
48.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
48.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
48.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
48.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
47.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
47.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
47.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
47.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
46.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
46.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
46.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
45.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
44.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
44.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
44.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
44.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
43.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
43.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
43.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
43.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
43.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
42.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
42.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
42.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
42.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
42.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
42.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
42.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
42.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
42.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
42.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
42.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
41.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
41.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
41.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
41.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
41.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
40.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
40.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
39.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
39.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
38.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
37.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
36.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
36.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
36.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
36.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
35.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
35.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
35.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
STX10 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
46.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
80.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
68.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
68.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
67.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
67.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
65.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
65.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
63.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
63.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
63.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
62.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
62.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
61.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
61.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
57.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
56.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
56.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
56.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
56.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
55.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
55.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
54.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
53.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
53.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
53.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
53.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
52.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
51.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
51.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
51.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
51.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
50.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
49.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
48.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
48.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
47.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
47.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
46.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
45.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
44.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
43.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
43.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
42.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
41.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
41.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
41.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
40.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
39.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
39.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
38.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
38.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
37.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
33.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
32.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
32.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.5
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.
STX10 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.9
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
83.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
61.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
60.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
56.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
54.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
50.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
50.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
49.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
49.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
48.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
47.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
47.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
46.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
46.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
46.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
45.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
44.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
43.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
42.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
41.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
41.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
40.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
40.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
40.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
39.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
39.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
38.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
37.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
35.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
34.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
34.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
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.