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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.
MTLN 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
70.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
179.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
178.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
164.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
164.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
160.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
157.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
157.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
149.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
142.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
137.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
126.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
124.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
122.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
122.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
119.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
117.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
117.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
113.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
113.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
112.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
112.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
110.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
109.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
108.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
108.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
107.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
106.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
105.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
104.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
104.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
103.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
102.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
102.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
102.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
98.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
97.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
96.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
95.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
95.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
94.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
94.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
94.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
92.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
92.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
91.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
91.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
90.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
90.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
90.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
89.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
89.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
88.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
88.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
88.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
88.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
87.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
86.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
86.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
86.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
86.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
85.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
85.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
84.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
84.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
84.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
84.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
83.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
83.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
82.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
82.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
82.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
82.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
82.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
82.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
81.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
81.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
80.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
80.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
80.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
80.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
80.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
79.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
79.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
79.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
79.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
78.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
77.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
77.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
77.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
77.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
76.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
76.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
75.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
75.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
74.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
74.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
73.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
72.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
72.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
72.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
72.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
72.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
71.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
70.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
70.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
70.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
70.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
70.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
70.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
69.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
69.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
69.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
69.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
69.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
69.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
68.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
68.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
68.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
68.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
68.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
67.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
67.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
67.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
67.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
66.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
66.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
66.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
66.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
66.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
66.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
65.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
65.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
65.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
65.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
65.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
64.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
64.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
64.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
63.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
63.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
63.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
63.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
63.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
63.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
63.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
62.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
62.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
62.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
62.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
61.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
61.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
61.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
61.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
61.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
61.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
61.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
61.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
60.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
60.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
60.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
60.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
60.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
59.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
59.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
59.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
59.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
59.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
58.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
58.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
58.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
57.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
56.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
56.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
56.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
55.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
55.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
55.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
55.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
54.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
54.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
53.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
53.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
53.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
53.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
53.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
51.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
51.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
51.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
51.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
51.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
50.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
50.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
50.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
49.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
49.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
49.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
49.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
48.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
47.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
47.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
47.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
46.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
46.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
45.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
45.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
44.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
44.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
42.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
41.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
40.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
40.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
39.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
37.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 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.
MTLN 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
60.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
56.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
56.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
54.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
54.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
52.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
52.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
50.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
49.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
48.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
47.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
46.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
45.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
45.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
45.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
45.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
45.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
42.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
41.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
40.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
36.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
30.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTLN 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
67.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
360.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
222.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
122.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
113.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
99.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
96.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
94.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
90.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
90.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
88.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
88.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
86.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
86.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
84.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
83.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
82.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
81.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
80.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
78.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
77.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
75.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
73.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
71.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
71.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
70.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
69.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
68.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
68.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
68.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
68.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
67.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
67.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
67.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
66.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
65.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
65.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
65.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
63.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
63.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
63.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
62.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
62.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
62.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
61.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
60.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
60.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
60.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
59.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
59.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
57.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
56.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
56.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
55.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
53.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
53.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
52.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
52.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
52.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
51.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
51.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
51.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
51.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
51.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
51.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
51.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
50.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
49.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
49.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
49.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
49.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
48.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
47.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
47.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
46.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
44.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
44.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
44.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
40.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
37.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
MTLN 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
25.3
Number of samples
207
Samples
Sample
Description
TPM
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
54.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
48.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
47.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
46.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
43.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
41.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
40.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
40.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
4.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
3.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
