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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.
MAF1 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
66.8
Number of samples
362
Samples
Sample
Description
TPM
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
368.4
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
229.6
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
212.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
202.6
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
197.3
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
194.9
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
182.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
180.2
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
165.7
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
165.6
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
160.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
155.6
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
142.2
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
141.1
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
138.5
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
137.7
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
136.3
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
130.4
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
130.4
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
129.4
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
125.1
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
125.0
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
124.8
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
124.2
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
123.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
122.6
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
119.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
118.5
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
117.8
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
117.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
116.8
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
115.9
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
114.9
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
114.4
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
114.4
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
114.0
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
113.9
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
112.5
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
112.4
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
112.2
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
111.1
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
110.4
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
109.2
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
108.7
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
107.0
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
106.8
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
106.7
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
106.5
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
105.6
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
105.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
104.5
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
103.5
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
103.1
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
103.0
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
102.5
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
100.8
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
100.7
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
99.6
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
99.3
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
99.1
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
98.9
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
98.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
97.9
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
96.0
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
95.5
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
95.4
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
95.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
92.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
91.6
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
91.5
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
90.8
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
90.7
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
89.9
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
89.1
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
88.8
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
87.0
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
86.5
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
85.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
85.8
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
85.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
84.5
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
84.5
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
84.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
83.5
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
82.3
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
82.1
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
81.9
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
81.8
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
81.6
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
81.4
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
81.3
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
80.9
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
80.8
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
80.8
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
80.7
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
80.7
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
80.4
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
80.2
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
80.2
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
79.9
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
79.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
79.5
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
78.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
78.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
77.8
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
77.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
76.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
76.2
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
76.2
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
75.9
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
75.6
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
75.4
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
74.4
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
73.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
73.8
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
73.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
73.2
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
72.9
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
72.7
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
72.7
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
72.3
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
72.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
72.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
72.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
72.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
71.9
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
70.9
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
70.2
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
69.9
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
69.9
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
69.8
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
69.6
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
69.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
69.3
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
69.2
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
69.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
68.3
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
68.0
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
68.0
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
67.8
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
67.8
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
67.8
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
67.3
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
66.9
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
66.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
66.7
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
66.7
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
66.0
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
65.8
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
65.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
64.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
64.1
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
64.1
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
63.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
62.6
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
62.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
62.3
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
61.5
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
61.4
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
61.4
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
61.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
60.9
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
60.6
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
60.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
59.9
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
59.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
59.6
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
59.5
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
59.4
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
59.3
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
59.1
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
59.1
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
58.9
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
58.8
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
58.7
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
58.3
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
57.8
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
57.4
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
56.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
56.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
56.5
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
56.3
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
56.2
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
55.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
55.3
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
55.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
55.3
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
55.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
54.9
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
54.8
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
54.5
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
54.4
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
54.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
54.2
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
54.1
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
54.0
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
53.8
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
53.6
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
53.3
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
53.2
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
53.1
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
52.6
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
52.1
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
51.7
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
51.6
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
51.2
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
51.2
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
51.0
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
50.8
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
50.5
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
50.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
50.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
50.2
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
50.2
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
49.9
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
49.9
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
49.7
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
49.7
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
49.6
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
49.6
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
49.2
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
48.8
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
48.8
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
48.4
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
48.3
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
48.2
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
48.0
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
48.0
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
47.8
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
47.6
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
47.6
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
47.5
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
47.4
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
47.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
47.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
47.0
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
47.0
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
46.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
46.7
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
46.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
46.6
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
46.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
46.0
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
46.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
45.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
45.1
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
45.1
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
44.8
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
44.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
44.6
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
44.6
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
44.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
44.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
44.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
44.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
44.1
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
43.6
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
43.6
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
43.4
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
43.4
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
43.2
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
43.1
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
43.0
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
43.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
42.8
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
42.6
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
42.1
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
41.7
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
41.6
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
41.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
41.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
41.4
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
41.4
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
41.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
41.2
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
41.2
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
40.9
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
40.8
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
40.5
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
40.1
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
40.1
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
39.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
39.7
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
39.2
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
38.8
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
38.7
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
38.7
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
38.3
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
38.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
38.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
38.1
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
38.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
37.7
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
37.7
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
37.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
37.3
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
37.2
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
37.0
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
37.0
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
36.9
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
36.6
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
36.6
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
36.3
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
35.8
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
35.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
35.2
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
35.1
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
35.0
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
35.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
34.9
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
34.9
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
34.8
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
34.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
34.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
34.2
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
34.2
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
33.3
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
33.1
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
33.0
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
32.9
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
32.8
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
32.6
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
32.6
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
32.4
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
32.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
32.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
32.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
31.7
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
31.6
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
31.2
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
30.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
30.5
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
30.3
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
29.9
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
29.8
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
29.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
28.8
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
28.8
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
28.7
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
28.7
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
28.0
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
27.8
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
27.7
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
27.6
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
27.6
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
27.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
26.4
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
25.8
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
24.2
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
24.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
24.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
23.9
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
23.4
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
22.5
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
21.9
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
19.8
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
19.6
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.3
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
18.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
17.9
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 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.
MAF1 is not prognostic in Liver Hepatocellular Carcinoma (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
46.4
Number of samples
231
Samples
Sample
Description
TPM
DO45269
0 years, male, NA, stage:3, alive, 750 days
211.3
DO50785
0 years, male, NA, stage:4, dead, 90 days
190.3
DO45217
0 years, female, NA, stage:3, dead, 270 days
152.5
DO50805
0 years, male, NA, stage:2, alive, 690 days
144.6
DO45267
0 years, male, NA, stage:3, dead, 570 days
131.9
DO45169
0 years, male, NA, stage:3, alive, 1350 days
121.5
DO23511
0 years, female, NA, stage:3, dead, 180 days
116.6
DO45093
0 years, male, NA, stage:2, dead, 720 days
116.3
DO50811
0 years, male, NA, stage:1, alive, 450 days
115.9
DO45245
0 years, female, NA, stage:2, dead, 240 days
115.3
DO50806
0 years, male, NA, stage:4, alive, 540 days
112.9
DO23516
0 years, male, NA, stage:3, dead, 20 days
109.3
DO45299
0 years, female, NA, stage:1, alive, 1440 days
107.0
DO50829
0 years, male, NA, stage:3, alive, 570 days
101.3
DO23525
0 years, male, NA, stage:4, alive, 1050 days
98.7
DO45131
0 years, male, NA, stage:4, dead, 360 days
96.5
DO48672
0 years, male, NA, stage:2, alive, 450 days
96.0
DO45161
0 years, male, NA, stage:2, dead, 540 days
95.1
DO45211
0 years, male, NA, stage:3, alive, 240 days
93.5
DO23523
0 years, male, NA, stage:3, alive, 1080 days
84.2
DO48747
0 years, male, NA, stage:3, alive, 540 days
81.6
DO45307
0 years, female, NA, stage:4, dead, 240 days
78.6
DO23508
0 years, female, NA, stage:2, alive, 390 days
78.3
DO45165
0 years, male, NA, stage:2, alive, 690 days
78.2
DO45143
0 years, male, NA, stage:3, alive, 1290 days
76.9
DO45097
0 years, male, NA, stage:3, alive, 1620 days
76.6
DO45273
0 years, male, NA, stage:2, alive, 480 days
74.9
DO45095
0 years, male, NA, stage:2, alive, 1620 days
74.8
DO45205
0 years, female, NA, stage:2, dead, 90 days
74.2
DO23521
0 years, male, NA, stage:3, alive, 1110 days
74.0
DO45277
0 years, male, NA, stage:3, alive, 600 days
73.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
72.2
DO45251
0 years, female, NA, stage:2, alive, 900 days
71.7
DO45279
0 years, male, NA, stage:3, alive, 1290 days
71.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
70.3
DO48700
0 years, female, NA, stage:2, alive, 810 days
70.0
DO45239
0 years, male, NA, stage:2, alive, 870 days
69.3
DO50839
0 years, female, NA, stage:3, alive, 330 days
68.5
DO50816
0 years, male, NA, stage:2, alive, 390 days
68.3
DO48715
0 years, female, NA, stage:2, dead, 690 days
68.1
DO50859
0 years, male, NA, stage:2, alive, 180 days
67.5
DO23526
0 years, male, NA, stage:3, alive, 1050 days
66.7
DO23533
0 years, male, NA, stage:2, alive, 900 days
66.2
DO45145
0 years, male, NA, stage:3, dead, 60 days
64.0
DO50778
0 years, male, NA, stage:4, alive, 630 days
63.2
DO48697
0 years, female, NA, stage:2, dead, 810 days
61.0
DO23510
0 years, female, NA, stage:2, alive, 870 days
60.7
DO50799
0 years, female, NA, stage:2, alive, 540 days
60.3
DO23519
0 years, male, NA, stage:3, alive, 630 days
60.2
DO45189
0 years, female, NA, stage:2, alive, 1200 days
60.2
DO45265
0 years, male, NA, stage:3, alive, 1020 days
59.6
DO227801
0 years, female, NA, stage:1, alive, 660 days
58.2
DO45257
0 years, male, NA, stage:3, alive, 810 days
57.9
DO48716
0 years, male, NA, stage:2, alive, 720 days
57.6
DO48751
0 years, male, NA, stage:2, dead, 480 days
56.9
DO45253
0 years, male, NA, stage:2, alive, 870 days
56.7
DO45103
0 years, male, NA, stage:3, alive, 450 days
56.4
DO45171
0 years, male, NA, stage:3, alive, 600 days
55.1
DO45141
0 years, male, NA, stage:2, alive, 1320 days
54.9
DO45289
0 years, female, NA, stage:3, alive, 360 days
53.6
DO45303
0 years, female, NA, stage:3, alive, 990 days
53.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
53.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
52.8
DO45301
0 years, male, NA, stage:2, dead, 1440 days
51.4
DO50817
0 years, male, NA, stage:2, alive, 390 days
51.2
DO45247
0 years, female, NA, stage:2, alive, 210 days
51.2
DO48723
0 years, male, NA, stage:1, alive, 600 days
51.0
DO45163
0 years, male, NA, stage:2, alive, 960 days
51.0
DO45209
0 years, male, NA, stage:4, alive, 1350 days
50.9
DO45305
0 years, male, NA, stage:4, alive, 300 days
50.6
DO48737
0 years, male, NA, stage:1, alive, 720 days
50.6
DO45113
0 years, male, NA, stage:3, alive, 1560 days
50.1
DO50822
0 years, male, NA, stage:2, alive, 510 days
49.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
49.5
DO45249
0 years, male, NA, stage:1, alive, 630 days
49.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
49.4
DO45153
0 years, female, NA, stage:2, alive, 1380 days
49.4
DO50809
0 years, male, NA, stage:3, dead, 720 days
49.2
DO50798
0 years, male, NA, stage:3, dead, 30 days
49.1
DO45283
0 years, male, NA, stage:3, alive, 510 days
49.0
DO48725
0 years, male, NA, stage:1, alive, 780 days
48.8
DO23530
0 years, male, NA, stage:4, dead, 180 days
47.9
DO23535
0 years, male, NA, stage:1, alive, 960 days
47.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
46.6
DO50850
0 years, male, NA, stage:3, alive, 720 days
45.4
DO45091
0 years, male, NA, stage:2, dead, 1320 days
45.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
44.6
DO45275
0 years, male, NA, stage:3, dead, 10 days
44.4
DO50818
0 years, male, NA, stage:2, alive, 510 days
44.2
DO45173
0 years, male, NA, stage:3, alive, 1170 days
43.9
DO45201
0 years, male, NA, stage:1, alive, 900 days
43.6
DO45287
0 years, male, NA, stage:1, alive, 390 days
43.5
DO50776
0 years, male, NA, stage:1, alive, 690 days
43.4
DO50783
0 years, male, NA, stage:3, alive, 480 days
43.4
DO45193
0 years, female, NA, stage:4, dead, 120 days
43.1
DO45133
0 years, male, NA, stage:3, dead, 660 days
42.7
DO45259
0 years, male, NA, stage:3, alive, 330 days
42.5
DO45297
0 years, female, NA, stage:4, dead, 1260 days
42.2
DO45125
0 years, male, NA, stage:3, alive, 1680 days
41.9
DO48704
0 years, female, NA, stage:3, alive, 750 days
41.9
DO45115
0 years, male, NA, stage:2, alive, 840 days
41.8
DO45243
0 years, female, NA, stage:3, alive, 930 days
41.6
DO23547
0 years, male, NA, stage:1, alive, 1020 days
41.5
DO23542
0 years, male, NA, stage:3, alive, 960 days
41.5
DO45157
0 years, male, NA, stage:2, alive, 1980 days
41.3
DO48728
0 years, female, NA, stage:2, alive, 150 days
40.9
DO23532
0 years, female, NA, stage:1, alive, 960 days
40.4
DO45241
0 years, male, NA, stage:1, alive, 1080 days
39.9
DO45135
0 years, male, NA, stage:1, alive, 1410 days
39.9
DO50791
0 years, female, NA, stage:1, dead, 480 days
39.6
DO45092
0 years, male, NA, stage:4, dead, 1200 days
39.4
DO45231
0 years, male, NA, stage:2, alive, 930 days
39.2
DO23529
0 years, male, NA, stage:4, alive, 930 days
38.6
DO48746
0 years, male, NA, stage:3, alive, 570 days
38.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
38.2
DO23512
0 years, male, NA, stage:1, alive, 1260 days
38.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
38.0
DO48719
0 years, male, NA, stage:2, alive, 690 days
37.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
37.7
DO48695
0 years, male, NA, stage:2, alive, 720 days
37.4
DO48677
0 years, male, NA, stage:3, alive, 1140 days
37.3
DO48743
0 years, female, NA, stage:2, alive, 570 days
36.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
36.8
DO48759
0 years, male, NA, stage:3, alive, 720 days
36.6
DO48706
0 years, male, NA, stage:2, alive, 870 days
36.5
DO45199
0 years, female, NA, stage:2, alive, 1350 days
36.2
DO50804
0 years, male, NA, stage:2, alive, 720 days
35.9
DO23513
0 years, male, NA, stage:3, alive, 1200 days
35.8
DO50844
0 years, male, NA, stage:4, alive, 300 days
35.8
DO23514
0 years, male, NA, stage:2, alive, 1290 days
35.4
DO45187
0 years, female, NA, stage:1, alive, 1260 days
35.4
DO23545
0 years, male, NA, stage:2, dead, 570 days
35.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
34.9
DO50832
0 years, male, NA, stage:3, alive, 90 days
34.8
DO45127
0 years, male, NA, stage:3, dead, 420 days
34.5
DO45139
0 years, male, NA, stage:3, alive, 1320 days
34.3
DO45285
0 years, male, NA, stage:3, alive, 480 days
34.1
DO23546
0 years, male, NA, stage:2, alive, 1050 days
34.0
DO45213
0 years, male, NA, stage:1, alive, 1200 days
33.5
DO48679
0 years, male, NA, stage:2, alive, 1200 days
33.3
DO45099
0 years, male, NA, stage:3, alive, 1590 days
32.9
DO50855
0 years, male, NA, stage:2, alive, 570 days
32.9
DO45109
0 years, male, NA, stage:2, alive, 1590 days
32.9
DO45229
0 years, male, NA, stage:1, alive, 990 days
32.8
DO50845
0 years, male, NA, stage:3, alive, 210 days
32.5
DO23549
0 years, male, NA, stage:3, alive, 990 days
32.5
DO50840
0 years, male, NA, stage:2, alive, 330 days
32.3
DO45263
0 years, male, NA, stage:3, dead, 270 days
32.3
DO23537
0 years, male, NA, stage:2, dead, 900 days
32.2
DO50800
0 years, male, NA, stage:2, alive, 510 days
32.0
DO45225
0 years, male, NA, stage:1, alive, 1050 days
31.9
DO45101
0 years, male, NA, stage:2, alive, 1680 days
31.9
DO45235
0 years, female, NA, stage:1, alive, 900 days
31.9
DO23524
0 years, female, NA, stage:2, alive, 1050 days
31.8
DO23509
0 years, male, NA, stage:3, dead, 780 days
31.4
DO45281
0 years, male, NA, stage:4, alive, 750 days
31.2
DO23528
0 years, female, NA, stage:2, alive, 1020 days
31.2
DO45137
0 years, male, NA, stage:1, alive, 1320 days
31.1
DO50803
0 years, female, NA, stage:1, alive, 540 days
31.1
DO50820
0 years, female, NA, stage:3, alive, 510 days
30.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
30.1
DO23518
0 years, male, NA, stage:2, alive, 1320 days
30.1
DO45179
0 years, female, NA, stage:2, alive, 600 days
30.0
DO45107
0 years, female, NA, stage:2, alive, 1710 days
29.9
DO48693
0 years, male, NA, stage:2, alive, 900 days
29.8
DO48717
0 years, male, NA, stage:4, dead, 180 days
29.6
DO50819
0 years, female, NA, stage:2, alive, 510 days
29.6
DO45159
0 years, male, NA, stage:3, alive, 1470 days
29.4
DO45255
0 years, male, NA, stage:3, alive, 720 days
29.0
DO50793
0 years, male, NA, stage:4, alive, 540 days
28.9
DO23539
0 years, male, NA, stage:1, alive, 1110 days
28.9
DO50802
0 years, male, NA, stage:2, alive, 930 days
28.8
DO50814
0 years, male, NA, stage:3, alive, 420 days
28.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
28.2
DO45203
0 years, female, NA, stage:2, alive, 1170 days
28.2
DO45149
0 years, female, NA, stage:2, alive, 1260 days
28.0
DO45123
0 years, female, NA, stage:2, dead, 570 days
27.8
DO50789
0 years, female, NA, stage:2, alive, 570 days
27.4
DO45191
0 years, female, NA, stage:2, alive, 1200 days
27.4
DO48701
0 years, male, NA, stage:2, alive, 780 days
27.3
DO45237
0 years, male, NA, stage:2, alive, 900 days
27.2
DO48733
0 years, male, NA, stage:2, alive, 600 days
26.9
DO45119
0 years, male, NA, stage:3, dead, 510 days
26.8
DO48727
0 years, female, NA, stage:2, dead, 390 days
26.5
DO45221
0 years, female, NA, stage:4, dead, 390 days
26.5
DO23540
0 years, male, NA, stage:1, alive, 750 days
25.9
DO48712
0 years, male, NA, stage:2, alive, 810 days
25.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
24.9
DO23552
0 years, female, NA, stage:1, alive, 810 days
24.3
DO50787
0 years, male, NA, stage:3, alive, 480 days
24.1
DO23515
0 years, male, NA, stage:2, alive, 1230 days
24.0
DO45181
0 years, female, NA, stage:2, alive, 1200 days
23.8
DO45094
0 years, male, NA, stage:3, alive, 1650 days
23.6
DO45261
0 years, male, NA, stage:3, alive, 990 days
23.5
DO45215
0 years, male, NA, stage:2, alive, 1170 days
23.2
DO48721
0 years, female, NA, stage:1, alive, 900 days
23.1
DO45227
0 years, female, NA, stage:2, alive, 1020 days
23.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
23.1
DO50808
0 years, male, NA, stage:2, alive, 570 days
22.8
DO23536
0 years, male, NA, stage:2, alive, 930 days
22.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
22.6
DO23534
0 years, male, NA, stage:2, alive, 840 days
22.6
DO45207
0 years, male, NA, stage:1, alive, 1050 days
22.2
DO50807
0 years, male, NA, stage:1, alive, 540 days
21.8
DO48761
0 years, male, NA, stage:2, alive, 870 days
21.2
DO45175
0 years, male, NA, stage:2, alive, 1140 days
21.0
DO23541
0 years, male, NA, stage:2, alive, 930 days
20.5
DO48674
0 years, male, NA, stage:2, alive, 1260 days
20.4
DO50774
0 years, female, NA, stage:2, alive, 720 days
19.7
DO45219
0 years, male, NA, stage:2, alive, 1080 days
19.6
DO50815
0 years, male, NA, stage:3, alive, 150 days
19.5
DO45096
0 years, male, NA, stage:2, dead, 1290 days
19.2
DO23531
0 years, female, NA, stage:3, alive, 900 days
19.1
DO23517
0 years, male, NA, stage:2, alive, 1200 days
18.9
DO23527
0 years, male, NA, stage:1, alive, 1050 days
18.7
DO45117
0 years, female, NA, stage:2, dead, 1110 days
18.6
DO23550
0 years, male, NA, stage:1, alive, 990 days
18.2
DO227643
0 years, male, NA, stage:2, alive, 1260 days
17.5
DO45105
0 years, male, NA, stage:1, alive, 1680 days
16.9
DO50857
0 years, male, NA, stage:2, alive, 210 days
16.5
DO45167
0 years, male, NA, stage:2, dead, 1440 days
16.5
DO48760
0 years, female, NA, stage:2, alive, 690 days
16.3
DO48742
0 years, male, NA, stage:2, alive, 600 days
15.7
DO45129
0 years, male, NA, stage:3, alive, 1470 days
15.5
DO23538
0 years, male, NA, stage:2, alive, 450 days
14.8
DO23551
0 years, male, NA, stage:3, dead, 150 days
14.7
DO48681
0 years, male, NA, stage:2, alive, 900 days
14.2
DO48682
0 years, female, NA, stage:3, dead, 120 days
13.5
DO23544
0 years, male, NA, stage:2, alive, 960 days
13.5
DO45195
0 years, male, NA, stage:1, alive, 390 days
12.3
DO45111
0 years, male, NA, stage:2, alive, 1590 days
11.9
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
471
Tumor
N/A
351
Tumor
N/A
472
Normal
N/A
231
Tumor
N/A
352
Normal
N/A
473
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
353
Tumor
N/A
474
Normal
N/A
112
Tumor
N/A
354
Normal
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
477
Tumor
N/A
357
Tumor
N/A
478
Normal
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
915
Tumor
N/A
916
Normal
N/A
917
Tumor
N/A
918
Normal
N/A
481
Tumor
N/A
361
Tumor
N/A
482
Normal
N/A
362
Normal
N/A
483
Tumor
N/A
363
Tumor
N/A
484
Normal
N/A
364
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
487
Tumor
N/A
125
Tumor
N/A
367
Tumor
N/A
488
Normal
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
921
Tumor
N/A
922
Normal
N/A
923
Tumor
N/A
924
Normal
N/A
925
Tumor
N/A
926
Normal
N/A
491
Tumor
N/A
492
Normal
N/A
493
Tumor
N/A
131
Tumor
N/A
494
Normal
N/A
132
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
497
Tumor
N/A
135
Tumor
N/A
498
Normal
N/A
136
Normal
N/A
257
Tumor
N/A
137
Tumor
N/A
258
Normal
N/A
138
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
937
Tumor
N/A
817
Tumor
N/A
938
Normal
N/A
818
Normal
N/A
261
Tumor
N/A
141
Tumor
N/A
262
Normal
N/A
383
Tumor
N/A
142
Normal
N/A
384
Normal
N/A
385
Tumor
N/A
386
Normal
N/A
145
Tumor
N/A
387
Tumor
N/A
146
Normal
N/A
267
Tumor
N/A
388
Normal
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
943
Tumor
N/A
823
Tumor
N/A
944
Normal
N/A
824
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
391
Tumor
N/A
271
Tumor
N/A
392
Normal
N/A
272
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
277
Tumor
N/A
1016
Normal
N/A
278
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
951
Tumor
N/A
1013
Tumor
N/A
952
Normal
N/A
953
Tumor
N/A
954
Normal
N/A
713
Tumor
N/A
955
Tumor
N/A
714
Normal
N/A
956
Normal
N/A
715
Tumor
N/A
957
Tumor
N/A
716
Normal
N/A
958
Normal
N/A
1032
Normal
N/A
1031
Tumor
N/A
161
Tumor
N/A
162
Normal
N/A
283
Tumor
N/A
284
Normal
N/A
285
Tumor
N/A
286
Normal
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
721
Tumor
N/A
963
Tumor
N/A
722
Normal
N/A
964
Normal
N/A
723
Tumor
N/A
965
Tumor
N/A
724
Normal
N/A
966
Normal
N/A
967
Tumor
N/A
968
Normal
N/A
727
Tumor
N/A
728
Normal
N/A
1044
Normal
N/A
1043
Tumor
N/A
1042
Normal
N/A
1041
Tumor
N/A
171
Tumor
N/A
172
Normal
N/A
297
Tumor
N/A
298
Normal
N/A
851
Tumor
N/A
852
Normal
N/A
975
Tumor
N/A
976
Normal
N/A
977
Tumor
N/A
615
Tumor
N/A
857
Tumor
N/A
978
Normal
N/A
616
Normal
N/A
737
Tumor
N/A
858
Normal
N/A
617
Tumor
N/A
738
Normal
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
981
Tumor
N/A
861
Tumor
N/A
982
Normal
N/A
741
Tumor
N/A
862
Normal
N/A
983
Tumor
N/A
742
Normal
N/A
863
Tumor
N/A
984
Normal
N/A
1046
Normal
N/A
743
Tumor
N/A
864
Normal
N/A
1045
Tumor
N/A
744
Normal
N/A
865
Tumor
N/A
745
Tumor
N/A
866
Normal
N/A
746
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
627
Tumor
N/A
628
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
873
Tumor
N/A
874
Normal
N/A
513
Tumor
N/A
755
Tumor
N/A
514
Normal
N/A
635
Tumor
N/A
756
Normal
N/A
877
Tumor
N/A
515
Tumor
N/A
636
Normal
N/A
878
Normal
N/A
516
Normal
N/A
517
Tumor
N/A
518
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
641
Tumor
N/A
883
Tumor
N/A
642
Normal
N/A
884
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
647
Tumor
N/A
527
Tumor
N/A
648
Normal
N/A
528
Normal
N/A
411
Tumor
N/A
412
Normal
N/A
533
Tumor
N/A
413
Tumor
N/A
534
Normal
N/A
414
Normal
N/A
535
Tumor
N/A
777
Tumor
N/A
415
Tumor
N/A
536
Normal
N/A
778
Normal
N/A
416
Normal
N/A
537
Tumor
N/A
538
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
421
Tumor
N/A
663
Tumor
N/A
422
Normal
N/A
664
Normal
N/A
785
Tumor
N/A
423
Tumor
N/A
665
Tumor
N/A
786
Normal
N/A
424
Normal
N/A
545
Tumor
N/A
666
Normal
N/A
425
Tumor
N/A
546
Normal
N/A
426
Normal
N/A
427
Tumor
N/A
428
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
431
Tumor
N/A
311
Tumor
N/A
432
Normal
N/A
553
Tumor
N/A
312
Normal
N/A
433
Tumor
N/A
554
Normal
N/A
313
Tumor
N/A
434
Normal
N/A
314
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
557
Tumor
N/A
558
Normal
N/A
563
Tumor
N/A
443
Tumor
N/A
564
Normal
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
567
Tumor
N/A
447
Tumor
N/A
568
Normal
N/A
327
Tumor
N/A
448
Normal
N/A
328
Normal
N/A
571
Tumor
N/A
451
Tumor
N/A
572
Normal
N/A
331
Tumor
N/A
452
Normal
N/A
573
Tumor
N/A
211
Tumor
N/A
332
Normal
N/A
574
Normal
N/A
695
Tumor
N/A
212
Normal
N/A
696
Normal
N/A
213
Tumor
N/A
455
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
456
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
461
Tumor
N/A
341
Tumor
N/A
462
Normal
N/A
221
Tumor
N/A
342
Normal
N/A
463
Tumor
N/A
222
Normal
N/A
343
Tumor
N/A
464
Normal
N/A
223
Tumor
N/A
344
Normal
N/A
465
Tumor
N/A
224
Normal
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
227
Tumor
N/A
228
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.
The Human Protein Atlas project is funded
