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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.
TMEM14A 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
62.9
Number of samples
362
Samples
Sample
Description
TPM
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
317.9
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
295.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
285.3
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
252.4
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
250.9
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
245.6
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
244.4
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
241.0
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
229.5
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
228.5
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
204.6
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
177.7
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
173.7
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
164.1
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
163.7
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
158.6
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
157.2
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
152.6
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
145.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
144.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
143.0
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
135.1
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
133.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
133.5
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
133.0
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
126.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
126.5
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
126.4
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
125.6
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
124.6
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
122.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
122.4
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
118.9
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
118.1
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
117.7
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
116.7
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
113.5
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
113.3
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
112.5
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
111.6
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
111.5
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
109.9
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
107.8
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
105.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
104.2
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
104.2
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
103.3
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
102.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
102.3
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
101.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
99.3
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
99.2
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
99.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
98.7
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
98.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
97.7
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
96.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
94.2
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
93.9
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
93.0
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
92.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
91.7
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
91.3
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
91.3
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
91.0
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
90.8
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
90.3
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
90.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
90.1
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
90.1
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
89.8
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
89.6
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
89.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
88.1
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
88.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
87.0
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
85.7
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
85.1
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
84.1
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
83.2
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
82.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
81.9
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
81.8
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
80.5
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
80.0
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
79.7
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
79.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
79.2
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
78.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
78.2
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
77.6
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
77.4
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
76.8
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
76.8
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
76.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
76.3
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
75.7
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
75.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
73.4
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
72.7
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
72.3
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
72.3
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
72.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
71.9
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
69.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
68.5
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
67.8
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
67.4
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
66.9
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
66.8
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
66.7
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
66.3
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
66.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
65.7
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
65.6
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
65.4
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
65.3
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
65.1
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
65.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
64.9
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
64.7
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
64.7
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
64.6
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
64.6
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
64.4
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
63.2
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
62.9
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
62.3
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
62.3
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
62.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
61.7
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
61.1
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
61.0
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
60.7
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
60.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
59.6
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
59.6
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
59.4
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
59.3
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
59.3
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
59.2
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
59.0
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
58.6
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
58.3
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
58.2
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
57.9
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
57.7
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
57.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
57.7
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
57.6
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
57.2
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
57.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
56.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
56.3
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
56.1
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
55.9
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
55.8
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
55.6
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
55.2
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
55.0
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
54.8
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
54.5
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
54.2
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
53.6
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
53.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
53.3
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
53.2
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
52.9
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
52.8
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
52.3
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
52.2
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
52.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
52.1
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
52.0
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
52.0
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
51.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
51.7
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
51.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
51.3
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
51.2
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
51.1
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
51.0
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
51.0
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
50.8
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
50.6
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
50.5
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
50.5
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
50.2
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
50.2
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
50.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
49.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
49.5
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
49.2
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
49.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
49.1
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
49.1
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
48.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
48.6
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
48.5
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
48.0
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.4
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
47.3
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
47.1
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
46.4
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
46.3
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
46.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
46.1
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
45.9
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
45.8
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
45.7
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
45.3
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
44.8
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
44.7
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
44.5
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
44.2
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
44.0
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
43.9
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
43.9
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
43.6
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
43.6
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
43.1
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
42.7
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
42.6
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
41.8
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
41.7
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
41.6
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
41.4
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
41.1
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
40.9
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
40.9
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
40.4
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
40.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
39.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
39.8
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
39.8
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
39.4
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
39.3
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
39.3
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
39.1
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
39.1
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
39.0
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
38.7
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
38.6
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
38.5
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
38.5
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
38.2
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
38.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
37.9
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
37.6
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
37.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
37.4
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
37.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
37.3
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
36.9
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
36.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
36.1
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
35.8
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
35.7
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
35.5
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
35.3
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
34.6
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
34.4
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
33.7
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
33.6
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
33.6
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
33.5
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
33.1
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
33.1
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
33.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
32.9
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
32.9
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
32.9
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
32.8
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
32.7
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
32.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
32.4
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
32.4
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
32.2
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
32.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
32.2
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
32.1
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
31.3
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
31.1
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
30.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
30.7
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
30.5
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
30.0
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
30.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
29.9
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
29.8
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
29.7
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
29.6
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
29.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
29.3
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
29.1
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
28.4
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
28.3
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
27.8
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
27.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
27.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
27.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
27.1
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
26.9
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
26.7
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
26.6
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
25.9
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
25.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
25.0
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
25.0
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
24.8
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
24.8
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
24.7
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
24.7
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
24.5
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
24.5
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
24.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
24.2
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
24.1
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
23.8
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
23.4
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
23.4
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
23.3
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
23.2
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
23.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
23.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
22.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
22.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
21.9
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
21.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
21.5
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
21.3
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
21.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
20.6
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
20.2
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
19.8
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
19.5
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
19.5
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
19.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
19.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
18.8
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
18.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
18.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
18.0
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
17.6
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
17.6
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
17.5
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
16.6
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
16.0
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
15.8
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
15.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
14.6
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
13.7
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
13.4
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
11.9
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
11.6
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
11.5
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
10.0
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
8.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
7.9
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
5.8
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
5.1
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 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.
TMEM14A 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
51.9
Number of samples
231
Samples
Sample
Description
TPM
DO23509
0 years, male, NA, stage:3, dead, 780 days
465.6
DO45253
0 years, male, NA, stage:2, alive, 870 days
270.4
DO48741
0 years, male, NA, stage:3, alive, 240 days
270.1
DO48723
0 years, male, NA, stage:1, alive, 600 days
215.3
DO50832
0 years, male, NA, stage:3, alive, 90 days
213.6
DO45119
0 years, male, NA, stage:3, dead, 510 days
192.4
DO45123
0 years, female, NA, stage:2, dead, 570 days
185.5
DO45237
0 years, male, NA, stage:2, alive, 900 days
182.9
DO23533
0 years, male, NA, stage:2, alive, 900 days
173.0
DO48704
0 years, female, NA, stage:3, alive, 750 days
161.3
DO23537
0 years, male, NA, stage:2, dead, 900 days
133.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
133.0
DO48746
0 years, male, NA, stage:3, alive, 570 days
131.8
DO45225
0 years, male, NA, stage:1, alive, 1050 days
131.6
DO45235
0 years, female, NA, stage:1, alive, 900 days
127.7
DO48721
0 years, female, NA, stage:1, alive, 900 days
112.6
DO45175
0 years, male, NA, stage:2, alive, 1140 days
111.3
DO48759
0 years, male, NA, stage:3, alive, 720 days
108.6
DO50840
0 years, male, NA, stage:2, alive, 330 days
104.3
DO45169
0 years, male, NA, stage:3, alive, 1350 days
101.3
DO45129
0 years, male, NA, stage:3, alive, 1470 days
100.0
DO50791
0 years, female, NA, stage:1, dead, 480 days
99.4
DO23519
0 years, male, NA, stage:3, alive, 630 days
96.1
DO23552
0 years, female, NA, stage:1, alive, 810 days
95.0
DO48672
0 years, male, NA, stage:2, alive, 450 days
94.0
DO45097
0 years, male, NA, stage:3, alive, 1620 days
93.9
DO50798
0 years, male, NA, stage:3, dead, 30 days
92.9
DO45131
0 years, male, NA, stage:4, dead, 360 days
86.7
DO48677
0 years, male, NA, stage:3, alive, 1140 days
82.1
DO45267
0 years, male, NA, stage:3, dead, 570 days
81.0
DO23521
0 years, male, NA, stage:3, alive, 1110 days
76.2
DO45207
0 years, male, NA, stage:1, alive, 1050 days
72.8
DO50829
0 years, male, NA, stage:3, alive, 570 days
72.4
DO50859
0 years, male, NA, stage:2, alive, 180 days
71.5
DO23540
0 years, male, NA, stage:1, alive, 750 days
69.8
DO45127
0 years, male, NA, stage:3, dead, 420 days
69.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
68.9
DO45227
0 years, female, NA, stage:2, alive, 1020 days
68.1
DO45255
0 years, male, NA, stage:3, alive, 720 days
66.9
DO45093
0 years, male, NA, stage:2, dead, 720 days
66.8
DO45197
0 years, male, NA, stage:2, alive, 1170 days
65.2
DO45155
0 years, male, NA, stage:2, alive, 2160 days
64.5
DO48751
0 years, male, NA, stage:2, dead, 480 days
64.2
DO50799
0 years, female, NA, stage:2, alive, 540 days
63.6
DO45221
0 years, female, NA, stage:4, dead, 390 days
63.1
DO45257
0 years, male, NA, stage:3, alive, 810 days
62.7
DO23539
0 years, male, NA, stage:1, alive, 1110 days
62.2
DO23508
0 years, female, NA, stage:2, alive, 390 days
61.6
DO45229
0 years, male, NA, stage:1, alive, 990 days
60.8
DO50822
0 years, male, NA, stage:2, alive, 510 days
60.6
DO45193
0 years, female, NA, stage:4, dead, 120 days
59.9
DO50825
0 years, male, NA, stage:2, alive, 390 days
59.7
DO50844
0 years, male, NA, stage:4, alive, 300 days
59.7
DO50809
0 years, male, NA, stage:3, dead, 720 days
58.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
58.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
57.8
DO45199
0 years, female, NA, stage:2, alive, 1350 days
57.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
57.6
DO45092
0 years, male, NA, stage:4, dead, 1200 days
57.5
DO48701
0 years, male, NA, stage:2, alive, 780 days
57.3
DO45171
0 years, male, NA, stage:3, alive, 600 days
56.9
DO45137
0 years, male, NA, stage:1, alive, 1320 days
56.5
DO45219
0 years, male, NA, stage:2, alive, 1080 days
55.9
DO50814
0 years, male, NA, stage:3, alive, 420 days
55.7
DO23510
0 years, female, NA, stage:2, alive, 870 days
54.6
DO45281
0 years, male, NA, stage:4, alive, 750 days
54.0
DO23525
0 years, male, NA, stage:4, alive, 1050 days
53.7
DO23541
0 years, male, NA, stage:2, alive, 930 days
53.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
53.2
DO45299
0 years, female, NA, stage:1, alive, 1440 days
53.2
DO45247
0 years, female, NA, stage:2, alive, 210 days
52.5
DO45179
0 years, female, NA, stage:2, alive, 600 days
52.4
DO45094
0 years, male, NA, stage:3, alive, 1650 days
52.3
DO45111
0 years, male, NA, stage:2, alive, 1590 days
52.3
DO23534
0 years, male, NA, stage:2, alive, 840 days
52.1
DO45145
0 years, male, NA, stage:3, dead, 60 days
51.8
DO50806
0 years, male, NA, stage:4, alive, 540 days
51.2
DO45113
0 years, male, NA, stage:3, alive, 1560 days
50.9
DO23528
0 years, female, NA, stage:2, alive, 1020 days
50.4
DO45187
0 years, female, NA, stage:1, alive, 1260 days
50.2
DO48679
0 years, male, NA, stage:2, alive, 1200 days
50.2
DO45201
0 years, male, NA, stage:1, alive, 900 days
49.8
DO45143
0 years, male, NA, stage:3, alive, 1290 days
49.5
DO50855
0 years, male, NA, stage:2, alive, 570 days
49.1
DO45165
0 years, male, NA, stage:2, alive, 690 days
48.9
DO45115
0 years, male, NA, stage:2, alive, 840 days
48.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
48.2
DO45117
0 years, female, NA, stage:2, dead, 1110 days
47.3
DO50802
0 years, male, NA, stage:2, alive, 930 days
47.2
DO48715
0 years, female, NA, stage:2, dead, 690 days
46.0
DO45149
0 years, female, NA, stage:2, alive, 1260 days
46.0
DO23536
0 years, male, NA, stage:2, alive, 930 days
45.9
DO23542
0 years, male, NA, stage:3, alive, 960 days
45.8
DO50811
0 years, male, NA, stage:1, alive, 450 days
45.3
DO50807
0 years, male, NA, stage:1, alive, 540 days
45.0
DO50850
0 years, male, NA, stage:3, alive, 720 days
44.6
DO23532
0 years, female, NA, stage:1, alive, 960 days
43.3
DO50776
0 years, male, NA, stage:1, alive, 690 days
43.3
DO50774
0 years, female, NA, stage:2, alive, 720 days
43.0
DO23524
0 years, female, NA, stage:2, alive, 1050 days
42.9
DO45177
0 years, female, NA, stage:3, alive, 1260 days
42.8
DO23513
0 years, male, NA, stage:3, alive, 1200 days
42.6
DO45167
0 years, male, NA, stage:2, dead, 1440 days
42.5
DO48732
0 years, male, NA, stage:3, alive, 630 days
42.2
DO45091
0 years, male, NA, stage:2, dead, 1320 days
41.7
DO45141
0 years, male, NA, stage:2, alive, 1320 days
41.7
DO45269
0 years, male, NA, stage:3, alive, 750 days
41.5
DO45277
0 years, male, NA, stage:3, alive, 600 days
41.3
DO45261
0 years, male, NA, stage:3, alive, 990 days
39.7
DO48712
0 years, male, NA, stage:2, alive, 810 days
39.4
DO48681
0 years, male, NA, stage:2, alive, 900 days
39.4
DO48757
0 years, female, NA, stage:3, alive, 480 days
39.2
DO45183
0 years, female, NA, stage:2, dead, 570 days
39.0
DO45275
0 years, male, NA, stage:3, dead, 10 days
38.8
DO45189
0 years, female, NA, stage:2, alive, 1200 days
38.7
DO48695
0 years, male, NA, stage:2, alive, 720 days
38.7
DO45173
0 years, male, NA, stage:3, alive, 1170 days
38.6
DO48736
0 years, female, NA, stage:1, alive, 600 days
38.5
DO45263
0 years, male, NA, stage:3, dead, 270 days
38.5
DO50793
0 years, male, NA, stage:4, alive, 540 days
38.3
DO45103
0 years, male, NA, stage:3, alive, 450 days
37.9
DO227801
0 years, female, NA, stage:1, alive, 660 days
37.7
DO45161
0 years, male, NA, stage:2, dead, 540 days
37.7
DO50804
0 years, male, NA, stage:2, alive, 720 days
37.6
DO45211
0 years, male, NA, stage:3, alive, 240 days
37.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
37.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
37.2
DO45297
0 years, female, NA, stage:4, dead, 1260 days
37.1
DO23548
0 years, female, NA, stage:1, alive, 840 days
37.0
DO45139
0 years, male, NA, stage:3, alive, 1320 days
36.9
DO45273
0 years, male, NA, stage:2, alive, 480 days
36.7
DO48682
0 years, female, NA, stage:3, dead, 120 days
36.4
DO45243
0 years, female, NA, stage:3, alive, 930 days
36.3
DO23511
0 years, female, NA, stage:3, dead, 180 days
36.2
DO23515
0 years, male, NA, stage:2, alive, 1230 days
36.0
DO48706
0 years, male, NA, stage:2, alive, 870 days
35.9
DO45185
0 years, male, NA, stage:2, alive, 600 days
35.6
DO23527
0 years, male, NA, stage:1, alive, 1050 days
35.6
DO48761
0 years, male, NA, stage:2, alive, 870 days
35.5
DO23535
0 years, male, NA, stage:1, alive, 960 days
35.4
DO23529
0 years, male, NA, stage:4, alive, 930 days
35.1
DO48743
0 years, female, NA, stage:2, alive, 570 days
34.6
DO48697
0 years, female, NA, stage:2, dead, 810 days
34.2
DO50839
0 years, female, NA, stage:3, alive, 330 days
32.9
DO48742
0 years, male, NA, stage:2, alive, 600 days
32.5
DO23514
0 years, male, NA, stage:2, alive, 1290 days
32.2
DO23545
0 years, male, NA, stage:2, dead, 570 days
32.1
DO23516
0 years, male, NA, stage:3, dead, 20 days
31.8
DO45157
0 years, male, NA, stage:2, alive, 1980 days
31.8
DO23531
0 years, female, NA, stage:3, alive, 900 days
31.7
DO48717
0 years, male, NA, stage:4, dead, 180 days
31.5
DO50818
0 years, male, NA, stage:2, alive, 510 days
31.2
DO45301
0 years, male, NA, stage:2, dead, 1440 days
31.0
DO45259
0 years, male, NA, stage:3, alive, 330 days
30.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
30.8
DO45245
0 years, female, NA, stage:2, dead, 240 days
30.7
DO23526
0 years, male, NA, stage:3, alive, 1050 days
30.2
DO45135
0 years, male, NA, stage:1, alive, 1410 days
30.0
DO48737
0 years, male, NA, stage:1, alive, 720 days
29.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
29.5
DO45215
0 years, male, NA, stage:2, alive, 1170 days
29.2
DO50778
0 years, male, NA, stage:4, alive, 630 days
29.2
DO45191
0 years, female, NA, stage:2, alive, 1200 days
28.6
DO45231
0 years, male, NA, stage:2, alive, 930 days
28.5
DO45289
0 years, female, NA, stage:3, alive, 360 days
28.4
DO45239
0 years, male, NA, stage:2, alive, 870 days
27.9
DO50820
0 years, female, NA, stage:3, alive, 510 days
27.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
27.7
DO23546
0 years, male, NA, stage:2, alive, 1050 days
27.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
27.2
DO45107
0 years, female, NA, stage:2, alive, 1710 days
27.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
26.1
DO23512
0 years, male, NA, stage:1, alive, 1260 days
26.0
DO50805
0 years, male, NA, stage:2, alive, 690 days
25.9
DO50785
0 years, male, NA, stage:4, dead, 90 days
25.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
25.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
25.2
DO45096
0 years, male, NA, stage:2, dead, 1290 days
25.1
DO50813
0 years, male, NA, stage:2, alive, 420 days
25.1
DO50789
0 years, female, NA, stage:2, alive, 570 days
24.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
24.7
DO45121
0 years, male, NA, stage:3, alive, 1530 days
24.6
DO23550
0 years, male, NA, stage:1, alive, 990 days
24.5
DO50816
0 years, male, NA, stage:2, alive, 390 days
24.4
DO45233
0 years, male, NA, stage:3, alive, 900 days
24.3
DO45099
0 years, male, NA, stage:3, alive, 1590 days
24.3
DO48719
0 years, male, NA, stage:2, alive, 690 days
24.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
24.0
DO45303
0 years, female, NA, stage:3, alive, 990 days
23.4
DO45153
0 years, female, NA, stage:2, alive, 1380 days
23.4
DO45095
0 years, male, NA, stage:2, alive, 1620 days
22.7
DO23543
0 years, male, NA, stage:2, alive, 1020 days
22.2
DO23518
0 years, male, NA, stage:2, alive, 1320 days
22.1
DO45285
0 years, male, NA, stage:3, alive, 480 days
21.9
DO50787
0 years, male, NA, stage:3, alive, 480 days
21.9
DO45159
0 years, male, NA, stage:3, alive, 1470 days
21.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
21.8
DO48760
0 years, female, NA, stage:2, alive, 690 days
21.2
DO48747
0 years, male, NA, stage:3, alive, 540 days
20.8
DO45125
0 years, male, NA, stage:3, alive, 1680 days
20.7
DO23517
0 years, male, NA, stage:2, alive, 1200 days
19.8
DO48720
0 years, female, NA, stage:2, alive, 570 days
19.7
DO50857
0 years, male, NA, stage:2, alive, 210 days
19.7
DO50817
0 years, male, NA, stage:2, alive, 390 days
19.5
DO45105
0 years, male, NA, stage:1, alive, 1680 days
19.2
DO45251
0 years, female, NA, stage:2, alive, 900 days
19.0
DO45283
0 years, male, NA, stage:3, alive, 510 days
19.0
DO48728
0 years, female, NA, stage:2, alive, 150 days
18.8
DO45305
0 years, male, NA, stage:4, alive, 300 days
18.7
DO45287
0 years, male, NA, stage:1, alive, 390 days
18.5
DO48674
0 years, male, NA, stage:2, alive, 1260 days
18.5
DO45109
0 years, male, NA, stage:2, alive, 1590 days
18.4
DO23538
0 years, male, NA, stage:2, alive, 450 days
18.3
DO48693
0 years, male, NA, stage:2, alive, 900 days
18.2
DO45209
0 years, male, NA, stage:4, alive, 1350 days
17.3
DO45249
0 years, male, NA, stage:1, alive, 630 days
16.9
DO50845
0 years, male, NA, stage:3, alive, 210 days
16.1
DO50800
0 years, male, NA, stage:2, alive, 510 days
15.2
DO45195
0 years, male, NA, stage:1, alive, 390 days
15.1
DO45279
0 years, male, NA, stage:3, alive, 1290 days
14.9
DO45101
0 years, male, NA, stage:2, alive, 1680 days
14.1
DO23530
0 years, male, NA, stage:4, dead, 180 days
13.9
DO50803
0 years, female, NA, stage:1, alive, 540 days
13.4
DO48733
0 years, male, NA, stage:2, alive, 600 days
11.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
11.4
DO23544
0 years, male, NA, stage:2, alive, 960 days
11.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
9.9
DO23549
0 years, male, NA, stage:3, alive, 990 days
9.9
DO23547
0 years, male, NA, stage:1, alive, 1020 days
9.4
DO50815
0 years, male, NA, stage:3, alive, 150 days
6.8
DO23523
0 years, male, NA, stage:3, alive, 1080 days
4.7
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
