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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.
SIVA1 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
100.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
274.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
268.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
257.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
256.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
235.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
212.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
210.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
209.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
202.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
199.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
185.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
180.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
179.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
176.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
171.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
167.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
163.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
161.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
160.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
160.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
159.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
156.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
155.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
155.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
154.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
153.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
152.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
149.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
148.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
147.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
147.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
141.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
140.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
137.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
136.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
136.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
135.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
135.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
131.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
130.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
130.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
128.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
127.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
126.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
125.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
124.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
124.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
124.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
123.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
123.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
122.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
122.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
121.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
121.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
121.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
121.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
120.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
120.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
120.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
119.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
118.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
117.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
117.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
116.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
116.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
116.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
116.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
115.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
115.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
115.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
114.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
114.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
113.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
113.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
112.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
112.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
112.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
111.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
111.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
111.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
111.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
111.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
110.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
109.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
109.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
108.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
108.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
108.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
106.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
105.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
105.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
104.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
103.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
103.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
103.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
103.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
102.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
102.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
101.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
101.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
101.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
100.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
100.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
99.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
99.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
98.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
98.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
97.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
97.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
97.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
96.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
96.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
96.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
96.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
96.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
96.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
95.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
95.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
95.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
95.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
95.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
95.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
95.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
94.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
94.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
94.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
93.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
93.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
93.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
93.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
93.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
92.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
92.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
92.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
90.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
90.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
89.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
89.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
89.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
89.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
89.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
88.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
87.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
87.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
87.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
87.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
87.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
86.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
86.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
86.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
85.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
85.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
85.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
84.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
84.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
84.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
84.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
84.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
83.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
83.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
83.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
83.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
83.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
82.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
82.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
81.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
80.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
80.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
80.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
80.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
80.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
79.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
79.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
79.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
78.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
78.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
77.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
77.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
76.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
76.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
75.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
75.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
74.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
74.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
74.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
74.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
73.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
73.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
73.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
73.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
72.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
72.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
72.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
71.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
71.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
71.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
71.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
71.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
71.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
70.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
70.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
70.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
69.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
69.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
69.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
68.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
68.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
68.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
67.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
67.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
67.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
67.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
66.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
66.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
66.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
65.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
65.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
65.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
65.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
64.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
63.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
62.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
62.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
62.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
62.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
61.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
58.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
58.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
57.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
57.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
57.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
56.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
55.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
55.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
55.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
54.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
54.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
54.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
54.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
53.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
52.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
51.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
49.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
49.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
48.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
45.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
44.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
44.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
43.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
41.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
40.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SIVA1 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
22.1
Number of samples
486
Samples
Sample
Description
TPM
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
61.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
45.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
45.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
45.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SIVA1 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
89.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
198.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
191.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
183.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
166.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
162.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
142.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
141.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
138.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
134.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
133.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
132.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
131.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
128.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
125.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
124.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
120.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
117.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
116.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
113.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
113.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
112.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
111.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
110.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
107.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
104.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
102.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
99.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
99.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
98.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
98.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
96.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
96.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
96.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
95.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
95.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
93.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
93.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
93.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
91.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
89.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
89.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
89.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
83.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
81.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
80.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
79.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
79.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
78.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
78.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
77.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
76.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
75.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
75.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
74.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
73.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
72.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
72.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
72.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
70.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
69.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
68.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
66.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
65.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
64.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
63.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
62.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
62.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
61.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
61.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
61.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
60.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
59.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
59.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
59.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
59.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
57.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
52.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
52.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
50.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
47.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
47.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
46.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
44.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
44.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
41.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
39.6
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.
SIVA1 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
44.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
41.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.4
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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
