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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.
LSM5 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
91.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
237.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
232.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
189.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
179.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
178.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
178.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
174.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
162.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
155.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
154.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
152.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
150.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
150.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
144.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
143.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
143.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
143.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
142.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
141.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
138.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
138.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
137.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
136.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
136.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
135.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
134.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
134.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
132.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
132.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
130.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
130.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
128.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
127.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
126.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
126.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
125.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
125.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
125.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
124.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
121.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
121.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
121.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
119.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
119.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
118.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
116.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
116.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
115.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
115.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
115.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
113.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
113.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
112.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
112.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
112.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
112.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
111.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
111.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
111.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
111.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
110.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
110.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
109.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
109.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
108.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
106.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
106.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
106.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
105.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
105.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
104.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
104.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
103.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
103.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
103.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
101.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
101.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
100.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
100.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
99.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
99.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
98.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
98.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
98.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
97.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
96.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
95.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
95.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
95.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
95.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
94.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
93.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
93.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
92.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
92.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
92.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
92.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
92.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
91.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
91.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
91.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
90.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
90.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
90.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
90.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
90.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
89.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
89.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
89.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
88.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
88.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
88.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
88.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
88.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
87.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
87.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
87.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
87.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
87.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
86.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
86.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
86.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
86.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
86.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
86.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
85.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
85.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
85.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
85.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
85.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
85.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
84.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
84.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
84.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
84.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
83.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
83.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
82.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
82.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
81.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
81.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
81.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
81.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
81.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
80.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
79.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
79.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
79.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
79.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
79.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
78.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
78.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
78.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
78.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
78.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
77.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
77.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
77.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
77.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
77.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
77.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
76.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
76.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
76.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
76.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
76.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
75.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
74.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
74.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
74.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
74.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
74.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
73.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
73.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
73.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
73.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
72.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
72.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
71.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
71.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
71.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
71.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
71.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
70.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
70.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
70.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
69.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
69.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
68.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
67.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
67.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
67.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
67.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
67.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
66.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
66.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
65.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
65.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
65.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
65.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
64.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
63.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
63.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
63.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
63.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
63.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
63.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
63.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
63.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
62.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
62.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
62.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
62.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
62.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
61.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
61.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
61.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
60.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
60.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
60.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
60.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
60.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
60.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
60.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
60.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
59.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
59.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
58.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
58.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
58.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
56.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
55.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
54.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
54.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
54.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
53.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
53.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
53.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
53.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
53.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
53.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
52.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
52.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
49.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
48.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
48.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
48.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
45.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
42.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
40.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LSM5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.8
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
46.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
34.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
LSM5 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
96.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
268.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
186.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
183.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
166.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
162.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
153.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
149.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
145.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
138.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
135.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
135.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
133.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
131.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
131.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
130.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
129.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
128.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
127.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
120.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
118.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
117.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
117.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
116.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
108.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
107.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
105.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
104.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
103.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
101.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
101.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
100.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
100.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
99.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
99.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
99.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
98.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
97.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
96.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
93.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
93.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
93.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
92.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
91.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
90.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
89.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
89.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
89.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
88.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
88.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
87.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
86.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
85.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
84.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
82.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
82.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
82.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
82.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
78.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
77.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
77.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
76.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
75.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
74.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
74.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
74.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
71.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
70.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
70.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
69.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
69.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
69.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
69.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
67.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
65.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
64.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
63.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
63.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
60.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
59.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
58.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
56.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
55.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
53.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
51.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
50.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
48.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
43.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
LSM5 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
18.7
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
44.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.8
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
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.
The Human Protein Atlas project is funded
