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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.
SELENOM is not prognostic 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
71.6
Number of samples
362
Samples
Sample
Description
TPM
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
691.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
496.2
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
474.7
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
407.5
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
405.7
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
393.8
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
392.2
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
391.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
337.8
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
337.3
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
329.1
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
328.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
313.0
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
308.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
306.8
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
306.3
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
290.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
285.0
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
277.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
274.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
243.9
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
242.4
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
235.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
231.8
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
231.4
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
225.1
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
222.3
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
218.9
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
216.2
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
215.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
213.7
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
213.1
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
205.1
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
200.1
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
197.6
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
197.5
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
194.4
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
192.9
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
191.9
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
187.2
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
186.9
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
185.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
182.6
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
178.6
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
166.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
163.5
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
163.3
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
158.3
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
158.0
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
157.7
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
156.4
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
156.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
155.5
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
152.9
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
151.7
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
149.1
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
148.4
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
147.2
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
145.7
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
141.9
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
135.8
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
135.7
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
129.6
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
129.6
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
129.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
125.0
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
122.4
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
121.6
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
116.9
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
116.4
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
116.0
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
113.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
112.5
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
109.8
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
109.7
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
109.4
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
109.3
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
109.3
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
106.2
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
104.0
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
104.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
103.6
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
103.3
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
103.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
102.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
100.3
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
99.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
99.1
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
98.5
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
97.8
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
93.8
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
93.7
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
93.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
90.9
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
89.7
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
89.5
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
87.5
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
87.1
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
86.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
84.8
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
82.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
81.7
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
80.0
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
77.6
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
76.3
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
75.9
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
74.0
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
73.9
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
72.8
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
71.8
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
71.5
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
71.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
70.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
70.1
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
69.4
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
68.5
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
68.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
67.8
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
66.8
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
65.9
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
65.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
65.6
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
65.1
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
65.0
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
63.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
62.6
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
62.5
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
61.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
61.5
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
59.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
58.9
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
58.5
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
56.9
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
56.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
54.7
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
54.1
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
53.7
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
53.5
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
52.4
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
51.7
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
51.3
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
51.2
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
50.6
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
50.4
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
49.6
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
49.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
48.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
47.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
47.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
46.2
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
46.1
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
45.4
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
45.3
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
44.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
43.7
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
43.7
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
43.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
43.2
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
41.7
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
41.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
40.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
40.8
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
40.0
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
40.0
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
39.5
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
39.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
39.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
38.4
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
37.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
37.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
37.2
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
37.2
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
36.9
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
36.9
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
36.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
36.7
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
36.3
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
36.1
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
36.0
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
34.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
34.2
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
33.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
33.3
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
33.2
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
33.0
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
32.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
32.8
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
32.6
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
31.5
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
31.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
29.9
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
29.9
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
29.8
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
28.0
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
27.6
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
27.5
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
27.5
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
27.2
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
27.1
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
26.5
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
25.9
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
25.8
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
24.8
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
24.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
24.3
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
24.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
23.9
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
23.9
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
23.8
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
23.6
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
23.6
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
22.3
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
22.2
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
21.8
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
21.8
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
21.5
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
21.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
21.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
21.1
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
21.0
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
20.8
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
20.8
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
20.8
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
20.5
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
20.5
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
20.3
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
20.3
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
19.7
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
19.0
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
18.7
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
18.6
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
18.0
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
17.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
17.8
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
17.6
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
17.3
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
16.9
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
16.7
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
16.6
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
16.5
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
16.5
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
16.4
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
16.3
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
16.3
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
16.1
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
15.8
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
15.7
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
15.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
15.3
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
15.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
14.6
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
14.6
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
14.3
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
14.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
14.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
14.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
14.1
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
14.0
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
13.6
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
13.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
13.0
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
12.6
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
12.6
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
12.4
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
12.4
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
12.4
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
12.3
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
12.3
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
12.1
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
12.0
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
11.6
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
11.2
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
11.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.1
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
11.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
10.9
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
10.8
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.6
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
10.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
10.5
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
10.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
10.5
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
10.5
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
10.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
10.2
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
10.1
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
10.0
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
9.7
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
9.6
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
9.5
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
9.5
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
9.4
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
9.3
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
9.2
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
8.9
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
8.8
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
8.7
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
8.6
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
8.6
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
8.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
8.3
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
8.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
8.1
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
8.0
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
7.9
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
7.6
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
7.4
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
7.4
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
7.2
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
7.1
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
7.1
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
7.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
6.9
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
6.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
6.6
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
6.6
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
6.6
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
6.5
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
6.4
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
6.2
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
6.2
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
6.1
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
6.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
6.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
6.0
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
5.9
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
5.9
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
5.7
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
5.5
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
5.5
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
5.4
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
5.3
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
5.1
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
5.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
4.9
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
4.8
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
4.7
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
4.7
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
4.7
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
4.6
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
4.5
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
4.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
4.3
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
4.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
4.2
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
4.1
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
3.8
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
3.6
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
3.5
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
3.4
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
3.3
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
3.2
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
3.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
3.0
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
3.0
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
3.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
3.0
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
2.5
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
2.4
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
2.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
1.9
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 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
937
Tumor
2.1
525
Tumor
1.9
727
Tumor
1.9
395
Tumor
1.9
545
Tumor
1.7
195
Tumor
1.6
925
Tumor
1.6
123
Tumor
1.4
211
Tumor
1.4
477
Tumor
1.3
185
Tumor
1.2
573
Tumor
1.2
697
Tumor
1.0
721
Tumor
1.0
465
Tumor
1.0
563
Tumor
1.0
724
Normal
1.0
963
Tumor
1.0
351
Tumor
0.9
427
Tumor
0.9
387
Tumor
0.9
145
Tumor
0.9
367
Tumor
0.9
445
Tumor
0.9
223
Tumor
0.8
221
Tumor
0.8
231
Tumor
0.8
467
Tumor
0.8
341
Tumor
0.7
536
Normal
0.7
343
Tumor
0.7
463
Tumor
0.7
444
Normal
0.7
857
Tumor
0.6
665
Tumor
0.6
331
Tumor
0.5
297
Tumor
0.5
192
Normal
0.5
917
Tumor
0.5
483
Tumor
0.5
975
Tumor
0.5
823
Tumor
0.5
817
Tumor
0.4
913
Tumor
0.4
487
Tumor
0.4
188
Normal
0.4
135
Tumor
0.4
498
Normal
0.4
557
Tumor
0.4
455
Tumor
0.4
1021
Tumor
0.4
883
Tumor
0.4
393
Tumor
0.4
923
Tumor
0.4
814
Normal
0.4
357
Tumor
0.3
636
Normal
0.3
492
Normal
0.3
943
Tumor
0.3
478
Normal
0.3
852
Normal
0.3
434
Normal
0.3
685
Tumor
0.3
881
Tumor
0.3
191
Tumor
0.3
537
Tumor
0.3
311
Tumor
0.2
394
Normal
0.2
217
Tumor
0.2
916
Normal
0.2
146
Normal
0.2
661
Tumor
0.2
388
Normal
0.2
615
Tumor
0.2
447
Tumor
0.2
268
Normal
0.2
466
Normal
0.1
951
Tumor
0.1
452
Normal
0.1
126
Normal
0.1
533
Tumor
0.1
421
Tumor
0.1
616
Normal
0.1
461
Tumor
0.1
468
Normal
0.1
386
Normal
0.1
671
Tumor
0.1
383
Tumor
0.0
161
Tumor
0.0
647
Tumor
0.0
813
Tumor
0.0
384
Normal
0.0
224
Normal
0.0
1025
Tumor
0.0
978
Normal
0.0
213
Tumor
0.0
628
Normal
0.0
956
Normal
0.0
471
Tumor
0.0
982
Normal
0.0
113
Tumor
0.0
464
Normal
0.0
396
Normal
0.0
914
Normal
-0.1
353
Tumor
-0.1
362
Normal
-0.1
924
Normal
-0.1
538
Normal
-0.1
1031
Tumor
-0.1
524
Normal
-0.1
218
Normal
-0.1
392
Normal
-0.1
271
Tumor
-0.1
385
Tumor
-0.1
214
Normal
-0.1
918
Normal
-0.1
1044
Normal
-0.1
413
Tumor
-0.1
415
Tumor
-0.1
187
Tumor
-0.1
344
Normal
-0.1
1013
Tumor
-0.1
358
Normal
-0.1
818
Normal
-0.1
332
Normal
-0.1
816
Normal
-0.1
284
Normal
-0.1
366
Normal
-0.1
312
Normal
-0.1
984
Normal
-0.1
456
Normal
-0.2
262
Normal
-0.2
698
Normal
-0.2
546
Normal
-0.2
352
Normal
-0.2
874
Normal
-0.2
1014
Normal
-0.2
124
Normal
-0.2
642
Normal
-0.2
922
Normal
-0.2
672
Normal
-0.2
141
Tumor
-0.2
196
Normal
-0.2
354
Normal
-0.2
391
Tumor
-0.2
136
Normal
-0.2
958
Normal
-0.2
172
Normal
-0.2
491
Tumor
-0.2
858
Normal
-0.2
283
Tumor
-0.2
954
Normal
-0.2
368
Normal
-0.2
138
Normal
-0.2
162
Normal
-0.2
313
Tumor
-0.2
355
Tumor
-0.2
433
Tumor
-0.2
926
Normal
-0.2
127
Tumor
-0.2
716
Normal
-0.3
884
Normal
-0.3
446
Normal
-0.3
1045
Tumor
-0.3
1016
Normal
-0.3
142
Normal
-0.3
722
Normal
-0.3
966
Normal
-0.3
375
Tumor
-0.3
342
Normal
-0.3
314
Normal
-0.3
976
Normal
-0.3
186
Normal
-0.3
662
Normal
-0.3
663
Tumor
-0.3
527
Tumor
-0.3
516
Normal
-0.3
617
Tumor
-0.3
824
Normal
-0.3
666
Normal
-0.3
863
Tumor
-0.3
222
Normal
-0.3
365
Tumor
-0.3
1032
Normal
-0.3
494
Normal
-0.3
535
Tumor
-0.3
618
Normal
-0.3
574
Normal
-0.3
514
Normal
-0.3
416
Normal
-0.3
137
Tumor
-0.3
376
Normal
-0.3
462
Normal
-0.3
278
Normal
-0.3
785
Tumor
-0.3
744
Normal
-0.4
125
Tumor
-0.4
148
Normal
-0.4
132
Normal
-0.4
627
Tumor
-0.4
756
Normal
-0.4
1022
Normal
-0.4
474
Normal
-0.4
878
Normal
-0.4
448
Normal
-0.4
286
Normal
-0.4
882
Normal
-0.4
171
Tumor
-0.4
472
Normal
-0.4
968
Normal
-0.4
482
Normal
-0.4
277
Tumor
-0.4
1028
Normal
-0.4
443
Tumor
-0.4
432
Normal
-0.4
228
Normal
-0.4
558
Normal
-0.4
921
Tumor
-0.4
488
Normal
-0.4
728
Normal
-0.4
212
Normal
-0.5
983
Tumor
-0.5
364
Normal
-0.5
361
Tumor
-0.5
723
Tumor
-0.5
965
Tumor
-0.5
868
Normal
-0.5
412
Normal
-0.5
713
Tumor
-0.5
424
Normal
-0.5
686
Normal
-0.5
743
Tumor
-0.5
422
Normal
-0.5
1015
Tumor
-0.5
473
Tumor
-0.5
1046
Normal
-0.5
411
Tumor
-0.5
572
Normal
-0.5
534
Normal
-0.5
912
Normal
-0.5
414
Normal
-0.5
778
Normal
-0.5
641
Tumor
-0.5
568
Normal
-0.5
493
Tumor
-0.5
147
Tumor
-0.5
696
Normal
-0.5
426
Normal
-0.5
864
Normal
-0.5
981
Tumor
-0.5
114
Normal
-0.5
567
Tumor
-0.5
517
Tumor
-0.5
1026
Normal
-0.6
272
Normal
-0.6
526
Normal
-0.6
648
Normal
-0.6
528
Normal
-0.6
755
Tumor
-0.6
664
Normal
-0.6
944
Normal
-0.6
356
Normal
-0.6
298
Normal
-0.6
564
Normal
-0.6
484
Normal
-0.6
128
Normal
-0.6
428
Normal
-0.6
1042
Normal
-0.6
964
Normal
-0.6
714
Normal
-0.6
327
Tumor
-0.6
111
Normal
-0.6
451
Tumor
-0.7
866
Normal
-0.7
952
Normal
-0.7
232
Normal
-0.7
328
Normal
-0.7
977
Tumor
-0.7
786
Normal
-0.7
738
Normal
-0.7
877
Tumor
-0.7
131
Tumor
-0.7
938
Normal
-0.7
423
Tumor
-0.8
742
Normal
-0.8
363
Tumor
-0.8
815
Tumor
-0.8
867
Tumor
-0.8
862
Normal
-0.8
481
Tumor
-0.8
953
Tumor
-0.8
285
Tumor
-0.8
436
Normal
-0.8
737
Tumor
-0.8
861
Tumor
-0.8
955
Tumor
-0.9
746
Normal
-0.9
227
Tumor
-0.9
518
Normal
-0.9
851
Tumor
-0.9
957
Tumor
-0.9
261
Tumor
-0.9
553
Tumor
-0.9
1043
Tumor
-0.9
258
Normal
-1.0
112
Tumor
-1.0
715
Tumor
-1.0
967
Tumor
-1.0
497
Tumor
-1.0
425
Tumor
-1.0
915
Tumor
-1.0
267
Tumor
-1.0
431
Tumor
-1.1
435
Tumor
-1.1
741
Tumor
-1.1
513
Tumor
-1.2
695
Tumor
-1.2
777
Tumor
-1.2
571
Tumor
-1.3
257
Tumor
-1.3
1027
Tumor
-1.3
554
Normal
-1.3
911
Tumor
-1.3
523
Tumor
-1.3
1041
Tumor
-1.4
515
Tumor
-1.4
873
Tumor
-1.4
635
Tumor
-1.4
745
Tumor
-1.5
865
Tumor
-1.6
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.