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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.
NAA38 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
79.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
248.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
234.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
231.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
229.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
200.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
192.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
191.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
175.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
173.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
167.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
161.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
161.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
156.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
155.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
152.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
150.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
150.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
147.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
145.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
143.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
140.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
137.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
129.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
128.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
125.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
123.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
123.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
122.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
121.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
121.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
118.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
116.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
115.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
115.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
112.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
110.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
109.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
109.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
109.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
109.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
109.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
108.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
107.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
107.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
107.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
106.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
106.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
105.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
104.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
104.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
101.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
99.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
99.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
99.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
98.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
98.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
97.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
97.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
96.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
96.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
95.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
94.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
93.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
93.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
92.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
92.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
92.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
91.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
91.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
91.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
91.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
90.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
90.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
89.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
88.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
88.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
87.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
86.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
86.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
85.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
85.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
84.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
84.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
83.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
83.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
83.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
83.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
82.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
82.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
82.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
81.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
81.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
81.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
81.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
81.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
81.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
81.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
80.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
79.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
79.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
79.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
79.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
79.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
78.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
78.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
78.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
78.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
78.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
77.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
77.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
77.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
76.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
76.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
76.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
75.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
75.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
75.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
74.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
74.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
74.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
74.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
74.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
73.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
72.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
72.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
72.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
72.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
71.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
70.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
70.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
69.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
69.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
68.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
67.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
67.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
66.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
66.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
66.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
65.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
65.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
65.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
65.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
65.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
65.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
65.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
64.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
64.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
63.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
63.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
63.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
63.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
62.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
62.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
61.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
61.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
60.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
60.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
60.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
60.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
60.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
60.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
59.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
59.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
58.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
58.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
58.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
57.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
57.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
57.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
57.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
57.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
56.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
56.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
56.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
56.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
56.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
56.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
56.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
55.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
55.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
55.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
54.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
54.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
54.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
54.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
54.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
53.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
53.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
52.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
52.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
52.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
52.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
52.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
52.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
52.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
51.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
51.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
51.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
51.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
50.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
50.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
50.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
50.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
50.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
49.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
49.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
49.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
49.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
48.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
48.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
48.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
48.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
48.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
48.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
48.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
47.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
47.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
45.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
45.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
44.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
43.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
43.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
41.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
40.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
40.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
40.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
37.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
37.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
37.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
36.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
35.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
33.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 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.
NAA38 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
41.2
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
108.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
99.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
97.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
90.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
86.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
85.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
85.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
84.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
82.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
81.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
80.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
80.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
79.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
79.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
78.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
78.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
78.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
76.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
75.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
75.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
75.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
75.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
74.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
73.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
73.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
72.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
72.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
71.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
71.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
69.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
69.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
68.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
67.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
66.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
66.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
65.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
65.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
65.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
64.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
64.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
64.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
64.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
64.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
63.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
63.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
63.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
63.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
63.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
62.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
62.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
62.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
61.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
61.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
61.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
61.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
61.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
61.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
61.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
60.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
60.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
60.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
60.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
58.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
58.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
58.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
58.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
58.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
58.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
57.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
57.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
57.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
56.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
56.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
56.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
56.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
56.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
56.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
55.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
55.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
55.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
55.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
55.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
55.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
55.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
55.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
54.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
54.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
54.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
54.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
54.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
54.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
54.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
54.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
53.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
53.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
53.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
53.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
53.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
53.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
52.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
52.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
52.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
52.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
52.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
52.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
52.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
52.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
52.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
52.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
52.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
52.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
51.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
51.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
51.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
51.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
51.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
51.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
51.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
51.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
51.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
51.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
51.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
51.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
50.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
50.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
50.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
50.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
50.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
50.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
50.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
49.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
49.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
49.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
49.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
48.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
48.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
48.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
48.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
48.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
48.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
48.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
48.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
48.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
48.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
47.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
47.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
47.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
47.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
47.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
47.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
47.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
47.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
46.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
46.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
46.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
46.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
46.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
46.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
46.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
46.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
45.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
45.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
45.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
45.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
45.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
45.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
45.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
44.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
44.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
44.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
44.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
44.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
43.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
43.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
42.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
42.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
42.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
42.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
42.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
41.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
41.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
40.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
40.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
40.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
40.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
39.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
39.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
38.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
37.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
37.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
36.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
36.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
36.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
35.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
32.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
NAA38 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
68.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
457.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
173.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
118.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
102.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
101.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
93.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
91.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
91.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
90.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
88.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
87.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
86.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
85.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
84.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
84.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
82.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
82.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
81.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
80.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
76.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
75.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
75.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
74.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
74.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
74.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
74.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
74.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
73.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
72.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
72.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
71.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
71.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
70.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
68.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
67.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
67.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
67.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
65.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
65.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
62.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
62.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
62.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
62.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
61.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
60.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
60.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
58.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
58.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
58.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
58.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
58.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
57.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
54.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
54.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
54.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
53.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
53.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
53.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
52.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
50.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
50.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
50.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
50.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
49.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
48.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
48.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
48.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
47.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
46.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
46.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
45.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
45.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
45.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
44.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
43.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
41.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
40.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
40.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
38.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
36.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NAA38 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
30.0
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
66.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
54.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
54.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
54.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
52.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
49.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
49.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
48.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
46.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
46.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
46.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
45.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
43.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
43.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
43.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
41.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
41.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
38.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
30.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
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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
