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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.
TMEM258 is potential prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (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
103.1
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
481.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
335.9
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
316.2
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
312.6
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
295.0
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
266.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
254.7
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
235.8
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
234.5
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
229.2
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
226.2
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
222.6
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
212.3
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
206.4
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
199.0
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
197.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
197.0
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
194.6
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
194.4
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
190.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
186.2
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
182.5
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
181.9
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
180.6
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
178.7
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
174.9
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
171.8
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
171.7
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
171.6
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
168.9
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
168.8
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
165.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
161.7
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
161.2
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
160.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
158.9
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
157.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
156.5
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
153.4
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
153.2
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
152.6
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
151.2
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
150.9
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
150.8
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
150.1
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
149.6
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
149.6
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
149.3
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
148.6
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
148.2
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
146.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
145.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
144.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
141.4
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
141.3
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
141.1
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
139.8
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
137.3
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
136.8
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
136.1
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
135.9
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
135.9
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
135.6
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
135.3
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
134.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
133.9
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
133.2
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
132.2
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
132.0
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
132.0
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
131.8
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
131.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
130.8
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
130.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
130.4
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
129.5
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
128.8
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
128.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
128.6
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
128.2
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
128.1
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
128.0
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
127.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
127.5
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
127.5
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
127.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
126.5
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
124.3
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
124.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
123.6
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
123.4
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
123.4
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
123.4
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
123.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
123.2
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
122.9
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
122.5
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
122.0
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
121.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
121.4
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
121.2
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
121.2
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
121.0
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
120.1
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
119.7
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
119.5
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
118.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
118.5
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
117.7
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
117.6
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
117.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
116.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
115.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
115.5
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
114.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
113.8
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
113.4
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
113.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
112.2
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
112.1
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
112.1
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
111.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
109.8
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
109.1
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
108.8
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
108.6
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
107.4
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
107.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
106.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
106.8
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
106.5
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
106.0
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
105.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
105.3
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
104.8
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
104.6
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
104.6
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
103.6
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
102.9
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
102.6
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
102.1
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
101.7
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
101.6
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
101.6
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
101.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
100.8
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
100.6
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
100.4
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
100.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
100.1
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
99.9
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
99.7
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
99.5
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
99.4
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
99.3
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
99.2
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
98.6
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
98.3
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
98.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
97.9
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
97.7
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
97.3
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
97.2
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
96.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
96.3
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
96.1
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
96.1
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
95.5
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
94.5
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
94.4
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
94.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
94.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
93.2
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
92.8
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
92.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
92.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
92.3
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
92.3
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
91.9
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
91.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
90.9
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
90.9
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
90.8
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
90.7
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
90.7
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
90.3
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
90.2
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
90.0
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
89.2
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
89.1
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
89.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
89.0
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
88.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
88.4
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
88.1
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
88.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
88.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
87.3
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
87.0
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
86.9
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
86.8
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
86.7
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
86.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
86.5
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
86.4
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
86.2
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
86.2
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
86.1
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
85.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
85.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
84.8
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
84.0
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
83.9
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
83.8
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
83.1
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
83.0
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
82.6
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
82.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
82.0
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
81.4
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
81.3
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
81.1
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
81.0
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
80.7
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
80.7
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
80.5
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
80.5
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
80.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
80.1
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
79.9
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
79.9
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
79.3
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
79.2
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
79.1
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
79.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
79.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
79.0
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
78.9
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
78.9
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
78.7
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
78.7
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
78.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
78.4
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
78.4
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
78.2
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
77.9
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
77.7
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
77.4
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
77.1
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
76.3
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
75.7
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
75.3
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
75.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
74.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
74.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
73.9
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
73.7
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
73.2
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
73.1
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
72.6
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
72.5
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
72.4
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
72.4
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
72.2
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
72.0
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
71.8
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
71.6
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
71.1
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
71.1
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
70.4
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
70.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
70.0
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
69.6
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
69.3
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
68.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
68.3
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
68.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
68.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
68.0
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
67.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
67.6
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
67.4
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
67.3
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
66.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
66.3
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
66.0
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
65.7
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
64.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
64.4
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
64.3
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
63.9
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
63.8
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
63.7
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
63.6
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
63.6
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
62.8
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
62.8
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
62.3
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
62.2
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
61.8
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
61.7
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
61.5
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
61.4
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
60.9
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
60.3
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
60.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
60.1
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
60.0
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
60.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
59.3
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
59.2
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
59.0
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
58.7
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
58.1
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
57.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
57.5
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
56.9
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
56.9
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
56.8
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
56.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
56.3
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
56.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
56.1
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
56.0
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
55.0
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
54.8
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
54.6
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
54.5
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
53.8
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
53.6
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
53.6
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
53.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
53.0
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
52.7
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
52.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
52.5
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
52.1
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
52.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
51.6
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
51.2
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
51.2
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
51.1
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
51.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
50.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
50.2
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
49.9
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
49.8
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
49.7
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
49.6
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
49.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
48.3
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
48.3
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
48.1
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
47.2
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
46.5
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
45.7
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
43.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
43.1
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
40.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
39.1
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
38.7
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 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.
Survival analysis data not available.
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
1026
Normal
1.0
1028
Normal
0.9
964
Normal
0.9
1027
Tumor
0.9
352
Normal
0.9
958
Normal
0.9
342
Normal
0.9
1022
Normal
0.8
968
Normal
0.8
536
Normal
0.8
1032
Normal
0.8
868
Normal
0.8
481
Tumor
0.8
955
Tumor
0.8
1046
Normal
0.8
223
Tumor
0.7
482
Normal
0.7
858
Normal
0.7
944
Normal
0.7
756
Normal
0.7
698
Normal
0.7
554
Normal
0.7
672
Normal
0.7
697
Tumor
0.7
778
Normal
0.7
1016
Normal
0.7
636
Normal
0.7
1014
Normal
0.7
938
Normal
0.7
524
Normal
0.7
786
Normal
0.7
922
Normal
0.7
527
Tumor
0.7
954
Normal
0.7
746
Normal
0.7
696
Normal
0.7
112
Tumor
0.6
863
Tumor
0.6
534
Normal
0.6
232
Normal
0.6
448
Normal
0.6
376
Normal
0.6
695
Tumor
0.6
857
Tumor
0.6
818
Normal
0.6
615
Tumor
0.6
813
Tumor
0.6
926
Normal
0.6
344
Normal
0.6
1042
Normal
0.6
298
Normal
0.6
472
Normal
0.6
332
Normal
0.6
358
Normal
0.6
982
Normal
0.6
142
Normal
0.6
462
Normal
0.6
618
Normal
0.6
716
Normal
0.6
984
Normal
0.6
528
Normal
0.6
412
Normal
0.6
912
Normal
0.6
452
Normal
0.6
1044
Normal
0.6
477
Tumor
0.6
628
Normal
0.6
526
Normal
0.6
415
Tumor
0.6
616
Normal
0.5
364
Normal
0.5
686
Normal
0.5
728
Normal
0.5
918
Normal
0.5
445
Tumor
0.5
394
Normal
0.5
852
Normal
0.5
714
Normal
0.5
878
Normal
0.5
114
Normal
0.5
396
Normal
0.5
744
Normal
0.5
314
Normal
0.5
312
Normal
0.5
128
Normal
0.5
648
Normal
0.5
976
Normal
0.5
357
Tumor
0.5
354
Normal
0.5
666
Normal
0.5
456
Normal
0.5
824
Normal
0.5
392
Normal
0.5
514
Normal
0.5
617
Tumor
0.5
642
Normal
0.5
723
Tumor
0.5
356
Normal
0.4
546
Normal
0.4
258
Normal
0.4
478
Normal
0.4
814
Normal
0.4
464
Normal
0.4
518
Normal
0.4
468
Normal
0.4
664
Normal
0.4
568
Normal
0.4
136
Normal
0.4
111
Normal
0.4
214
Normal
0.4
353
Tumor
0.4
466
Normal
0.4
138
Normal
0.4
952
Normal
0.4
882
Normal
0.4
721
Tumor
0.4
474
Normal
0.4
388
Normal
0.4
662
Normal
0.4
368
Normal
0.4
261
Tumor
0.4
862
Normal
0.4
1021
Tumor
0.4
162
Normal
0.4
426
Normal
0.4
132
Normal
0.4
262
Normal
0.4
916
Normal
0.4
222
Normal
0.4
124
Normal
0.3
422
Normal
0.3
516
Normal
0.3
966
Normal
0.3
956
Normal
0.3
874
Normal
0.3
864
Normal
0.3
816
Normal
0.3
1045
Tumor
0.3
564
Normal
0.3
978
Normal
0.3
328
Normal
0.3
386
Normal
0.3
538
Normal
0.3
722
Normal
0.3
737
Tumor
0.3
366
Normal
0.3
924
Normal
0.3
742
Normal
0.3
148
Normal
0.3
755
Tumor
0.3
866
Normal
0.3
278
Normal
0.3
884
Normal
0.3
218
Normal
0.3
384
Normal
0.3
572
Normal
0.3
186
Normal
0.3
196
Normal
0.3
558
Normal
0.3
914
Normal
0.3
416
Normal
0.3
313
Tumor
0.3
738
Normal
0.3
127
Tumor
0.2
146
Normal
0.2
963
Tumor
0.2
574
Normal
0.2
272
Normal
0.2
465
Tumor
0.2
446
Normal
0.2
126
Normal
0.2
414
Normal
0.2
212
Normal
0.2
785
Tumor
0.2
172
Normal
0.2
913
Tumor
0.2
271
Tumor
0.2
428
Normal
0.2
268
Normal
0.2
286
Normal
0.1
362
Normal
0.1
1043
Tumor
0.1
436
Normal
0.1
432
Normal
0.1
431
Tumor
0.1
424
Normal
0.1
745
Tumor
0.1
393
Tumor
0.1
873
Tumor
0.1
188
Normal
0.1
727
Tumor
0.1
635
Tumor
0.1
861
Tumor
0.1
937
Tumor
0.1
777
Tumor
0.0
113
Tumor
0.0
434
Normal
0.0
671
Tumor
0.0
135
Tumor
0.0
391
Tumor
0.0
267
Tumor
0.0
224
Normal
0.0
228
Normal
0.0
387
Tumor
0.0
257
Tumor
0.0
284
Normal
-0.1
515
Tumor
-0.1
823
Tumor
-0.1
467
Tumor
-0.1
217
Tumor
-0.1
685
Tumor
-0.1
355
Tumor
-0.1
917
Tumor
-0.1
953
Tumor
-0.1
192
Normal
-0.1
627
Tumor
-0.1
395
Tumor
-0.1
421
Tumor
-0.1
563
Tumor
-0.1
455
Tumor
-0.1
724
Normal
-0.1
463
Tumor
-0.1
1025
Tumor
-0.1
145
Tumor
-0.1
867
Tumor
-0.1
451
Tumor
-0.1
665
Tumor
-0.1
444
Normal
-0.2
447
Tumor
-0.2
147
Tumor
-0.2
471
Tumor
-0.2
191
Tumor
-0.2
433
Tumor
-0.2
557
Tumor
-0.2
423
Tumor
-0.2
185
Tumor
-0.2
171
Tumor
-0.2
663
Tumor
-0.2
341
Tumor
-0.2
713
Tumor
-0.2
195
Tumor
-0.2
513
Tumor
-0.2
923
Tumor
-0.2
137
Tumor
-0.3
227
Tumor
-0.3
943
Tumor
-0.3
385
Tumor
-0.3
187
Tumor
-0.3
553
Tumor
-0.3
911
Tumor
-0.3
977
Tumor
-0.3
523
Tumor
-0.3
915
Tumor
-0.3
817
Tumor
-0.3
741
Tumor
-0.3
647
Tumor
-0.3
981
Tumor
-0.3
1015
Tumor
-0.3
383
Tumor
-0.3
883
Tumor
-0.4
361
Tumor
-0.4
365
Tumor
-0.4
473
Tumor
-0.4
297
Tumor
-0.4
1041
Tumor
-0.4
427
Tumor
-0.4
425
Tumor
-0.4
525
Tumor
-0.5
641
Tumor
-0.5
443
Tumor
-0.5
311
Tumor
-0.5
975
Tumor
-0.5
411
Tumor
-0.5
327
Tumor
-0.5
925
Tumor
-0.5
435
Tumor
-0.5
141
Tumor
-0.6
221
Tumor
-0.6
461
Tumor
-0.6
573
Tumor
-0.6
161
Tumor
-0.6
285
Tumor
-0.6
211
Tumor
-0.6
283
Tumor
-0.6
535
Tumor
-0.6
343
Tumor
-0.6
881
Tumor
-0.6
213
Tumor
-0.6
277
Tumor
-0.6
851
Tumor
-0.6
331
Tumor
-0.7
661
Tumor
-0.7
921
Tumor
-0.7
413
Tumor
-0.7
567
Tumor
-0.7
125
Tumor
-0.7
533
Tumor
-0.7
1013
Tumor
-0.7
815
Tumor
-0.7
571
Tumor
-0.7
231
Tumor
-0.8
545
Tumor
-0.8
865
Tumor
-0.8
951
Tumor
-0.8
983
Tumor
-0.9
375
Tumor
-0.9
1031
Tumor
-0.9
123
Tumor
-0.9
537
Tumor
-1.0
715
Tumor
-1.0
363
Tumor
-1.0
367
Tumor
-1.1
351
Tumor
-1.1
517
Tumor
-1.1
967
Tumor
-1.2
877
Tumor
-1.2
743
Tumor
-1.2
131
Tumor
-1.4
957
Tumor
-1.6
965
Tumor
-1.6
483
Tumor
N/A
484
Normal
N/A
487
Tumor
N/A
488
Normal
N/A
491
Tumor
N/A
492
Normal
N/A
493
Tumor
N/A
494
Normal
N/A
497
Tumor
N/A
498
Normal
N/A
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.