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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.
CALM3 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
106.5
Number of samples
362
Samples
Sample
Description
TPM
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
485.5
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
328.0
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
287.0
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
286.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
285.2
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
274.8
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
272.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
267.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
261.5
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
251.2
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
245.8
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
245.6
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
244.9
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
242.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
241.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
238.6
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
236.9
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
228.9
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
219.8
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
218.3
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
217.8
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
212.1
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
211.5
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
205.4
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
203.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
196.6
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
195.2
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
190.4
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
190.0
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
184.6
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
184.6
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
183.0
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
181.4
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
181.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
180.5
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
179.5
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
177.5
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
175.4
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
174.8
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
174.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
173.9
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
172.9
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
172.8
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
171.5
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
170.9
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
170.8
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
169.9
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
169.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
167.9
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
165.9
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
162.3
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
161.3
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
161.3
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
161.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
160.2
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
157.5
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
156.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
154.9
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
154.1
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
153.5
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
152.1
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
151.1
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
149.9
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
149.3
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
149.0
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
148.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
146.6
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
146.5
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
145.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
145.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
144.8
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
144.7
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
143.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
142.8
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
141.0
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
140.7
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
138.0
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
137.7
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
137.5
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
137.0
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
136.5
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
135.6
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
134.8
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
134.5
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
134.3
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
133.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
133.6
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
133.3
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
131.1
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
130.5
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
129.8
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
129.6
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
128.7
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
128.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
128.2
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
128.0
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
127.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
127.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
125.7
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
125.6
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
123.3
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
123.2
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
122.7
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
122.7
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
121.9
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
121.6
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
121.5
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
121.3
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
120.4
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
119.8
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
119.2
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
119.1
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
119.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
119.0
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
118.9
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
118.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
118.0
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
117.5
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
117.4
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
117.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
117.0
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
116.4
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
114.8
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
114.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
114.3
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
113.7
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
113.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
113.0
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
113.0
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
112.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
111.7
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
110.9
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
110.6
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
110.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
110.0
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
109.6
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
109.5
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
109.4
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
108.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
107.9
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
107.2
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
107.1
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
107.1
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
105.8
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
105.2
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
104.6
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
104.2
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
103.8
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
103.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
103.2
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
103.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
102.2
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
101.9
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
101.7
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
100.2
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
100.1
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
99.8
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
99.3
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
99.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
99.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
98.9
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
98.9
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
98.6
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
97.2
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
97.1
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
96.5
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
96.2
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
95.9
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
95.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
95.9
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
95.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
95.4
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
95.2
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
95.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
94.8
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
94.6
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
94.1
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
94.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
93.8
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
93.7
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
93.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
93.0
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
92.9
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
92.5
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
92.5
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
92.2
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
92.0
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
91.9
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
91.3
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
90.7
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
90.0
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
89.3
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
88.9
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
88.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
88.6
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
88.3
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
88.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
87.3
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
87.0
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
86.9
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
86.7
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
86.5
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
86.2
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
86.1
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
86.0
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
85.7
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
85.4
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
85.4
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
85.2
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
84.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
83.9
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
83.9
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
83.8
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
83.7
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
83.4
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
83.0
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
82.9
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
82.8
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
82.8
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
82.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
82.5
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
82.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
82.0
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
81.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
81.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
80.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
79.8
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
78.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
78.3
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
77.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
77.0
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
76.7
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
76.3
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
76.1
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
76.0
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
75.9
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
75.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
75.2
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
74.9
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
74.6
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
74.0
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
73.7
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
73.0
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
72.8
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
72.7
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
72.3
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
72.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
71.7
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
71.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
71.3
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
70.8
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
70.8
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
70.8
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
70.6
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
70.6
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
70.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
70.0
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
69.8
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
69.6
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
69.5
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
69.2
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
69.1
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
69.0
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
68.9
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
68.6
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
68.6
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
68.0
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
67.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
67.2
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
67.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
66.7
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
65.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
65.7
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
65.5
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
65.3
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
65.1
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
65.0
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
64.9
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
64.8
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
64.8
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
64.5
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
64.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
63.6
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
63.5
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
63.3
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
63.0
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
62.7
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
62.7
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
62.5
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
62.3
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
62.1
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
61.8
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
61.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
61.3
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
60.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
60.9
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
60.5
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
59.7
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
59.1
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
59.0
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
58.9
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
58.9
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
58.7
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
58.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
58.1
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
57.8
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
57.5
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
57.5
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
57.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
57.4
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
57.1
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
55.8
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
54.8
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
54.4
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
54.1
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
53.8
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
53.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
53.3
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
51.9
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
51.9
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
51.8
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
51.7
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
51.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
51.0
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
50.9
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
50.6
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
50.0
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
49.6
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
49.3
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
49.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
48.5
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
48.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
48.2
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
48.0
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
47.0
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
46.3
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
46.0
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
45.6
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
45.1
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
43.6
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
43.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
43.4
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
42.7
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
41.4
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
41.2
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
40.9
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
40.1
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
39.9
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
39.5
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
39.5
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
39.3
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
38.7
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
38.0
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
37.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
36.8
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
36.7
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
36.4
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
33.9
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
33.5
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
32.2
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
28.3
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 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.
CALM3 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
87.8
Number of samples
231
Samples
Sample
Description
TPM
DO45299
0 years, female, NA, stage:1, alive, 1440 days
340.2
DO50799
0 years, female, NA, stage:2, alive, 540 days
280.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
254.0
DO45155
0 years, male, NA, stage:2, alive, 2160 days
209.8
DO45205
0 years, female, NA, stage:2, dead, 90 days
181.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
174.4
DO45127
0 years, male, NA, stage:3, dead, 420 days
173.1
DO23514
0 years, male, NA, stage:2, alive, 1290 days
172.8
DO50829
0 years, male, NA, stage:3, alive, 570 days
171.2
DO45303
0 years, female, NA, stage:3, alive, 990 days
169.9
DO48679
0 years, male, NA, stage:2, alive, 1200 days
168.6
DO45131
0 years, male, NA, stage:4, dead, 360 days
166.3
DO50825
0 years, male, NA, stage:2, alive, 390 days
161.6
DO45129
0 years, male, NA, stage:3, alive, 1470 days
160.8
DO50859
0 years, male, NA, stage:2, alive, 180 days
159.6
DO50787
0 years, male, NA, stage:3, alive, 480 days
155.9
DO45097
0 years, male, NA, stage:3, alive, 1620 days
154.5
DO23523
0 years, male, NA, stage:3, alive, 1080 days
153.3
DO45115
0 years, male, NA, stage:2, alive, 840 days
150.9
DO45305
0 years, male, NA, stage:4, alive, 300 days
148.7
DO45289
0 years, female, NA, stage:3, alive, 360 days
147.3
DO45277
0 years, male, NA, stage:3, alive, 600 days
146.6
DO23521
0 years, male, NA, stage:3, alive, 1110 days
145.3
DO45307
0 years, female, NA, stage:4, dead, 240 days
144.4
DO45217
0 years, female, NA, stage:3, dead, 270 days
141.8
DO48719
0 years, male, NA, stage:2, alive, 690 days
139.6
DO45093
0 years, male, NA, stage:2, dead, 720 days
137.4
DO45179
0 years, female, NA, stage:2, alive, 600 days
137.3
DO23536
0 years, male, NA, stage:2, alive, 930 days
135.8
DO45259
0 years, male, NA, stage:3, alive, 330 days
134.0
DO45209
0 years, male, NA, stage:4, alive, 1350 days
132.6
DO48715
0 years, female, NA, stage:2, dead, 690 days
132.4
DO45287
0 years, male, NA, stage:1, alive, 390 days
132.2
DO45275
0 years, male, NA, stage:3, dead, 10 days
131.0
DO48706
0 years, male, NA, stage:2, alive, 870 days
130.8
DO23537
0 years, male, NA, stage:2, dead, 900 days
122.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
121.8
DO50803
0 years, female, NA, stage:1, alive, 540 days
121.7
DO48677
0 years, male, NA, stage:3, alive, 1140 days
121.7
DO45189
0 years, female, NA, stage:2, alive, 1200 days
121.3
DO48697
0 years, female, NA, stage:2, dead, 810 days
120.2
DO45171
0 years, male, NA, stage:3, alive, 600 days
119.0
DO45185
0 years, male, NA, stage:2, alive, 600 days
117.9
DO50839
0 years, female, NA, stage:3, alive, 330 days
115.5
DO48757
0 years, female, NA, stage:3, alive, 480 days
115.0
DO23542
0 years, male, NA, stage:3, alive, 960 days
114.6
DO48681
0 years, male, NA, stage:2, alive, 900 days
114.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
113.3
DO23525
0 years, male, NA, stage:4, alive, 1050 days
112.7
DO48728
0 years, female, NA, stage:2, alive, 150 days
111.7
DO50840
0 years, male, NA, stage:2, alive, 330 days
110.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
110.8
DO45245
0 years, female, NA, stage:2, dead, 240 days
110.2
DO45263
0 years, male, NA, stage:3, dead, 270 days
109.2
DO50785
0 years, male, NA, stage:4, dead, 90 days
107.7
DO45297
0 years, female, NA, stage:4, dead, 1260 days
106.6
DO23513
0 years, male, NA, stage:3, alive, 1200 days
105.7
DO45301
0 years, male, NA, stage:2, dead, 1440 days
104.6
DO45269
0 years, male, NA, stage:3, alive, 750 days
104.6
DO45099
0 years, male, NA, stage:3, alive, 1590 days
103.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
103.1
DO45279
0 years, male, NA, stage:3, alive, 1290 days
102.6
DO45175
0 years, male, NA, stage:2, alive, 1140 days
101.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
101.7
DO45145
0 years, male, NA, stage:3, dead, 60 days
100.2
DO50820
0 years, female, NA, stage:3, alive, 510 days
99.1
DO23526
0 years, male, NA, stage:3, alive, 1050 days
99.1
DO45219
0 years, male, NA, stage:2, alive, 1080 days
98.4
DO45173
0 years, male, NA, stage:3, alive, 1170 days
98.0
DO50817
0 years, male, NA, stage:2, alive, 390 days
97.6
DO50778
0 years, male, NA, stage:4, alive, 630 days
97.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
95.9
DO45211
0 years, male, NA, stage:3, alive, 240 days
95.7
DO23519
0 years, male, NA, stage:3, alive, 630 days
95.3
DO45163
0 years, male, NA, stage:2, alive, 960 days
95.2
DO48746
0 years, male, NA, stage:3, alive, 570 days
94.9
DO48742
0 years, male, NA, stage:2, alive, 600 days
94.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
94.3
DO45137
0 years, male, NA, stage:1, alive, 1320 days
94.0
DO50793
0 years, male, NA, stage:4, alive, 540 days
93.6
DO45285
0 years, male, NA, stage:3, alive, 480 days
93.5
DO23539
0 years, male, NA, stage:1, alive, 1110 days
92.9
DO23530
0 years, male, NA, stage:4, dead, 180 days
92.4
DO23535
0 years, male, NA, stage:1, alive, 960 days
91.6
DO45139
0 years, male, NA, stage:3, alive, 1320 days
91.5
DO45255
0 years, male, NA, stage:3, alive, 720 days
91.0
DO50822
0 years, male, NA, stage:2, alive, 510 days
90.7
DO23549
0 years, male, NA, stage:3, alive, 990 days
90.4
DO48736
0 years, female, NA, stage:1, alive, 600 days
90.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
89.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
89.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
89.0
DO48700
0 years, female, NA, stage:2, alive, 810 days
88.9
DO50806
0 years, male, NA, stage:4, alive, 540 days
88.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
87.6
DO48730
0 years, female, NA, stage:2, alive, 630 days
87.6
DO45265
0 years, male, NA, stage:3, alive, 1020 days
87.1
DO45267
0 years, male, NA, stage:3, dead, 570 days
86.9
DO45235
0 years, female, NA, stage:1, alive, 900 days
86.5
DO50808
0 years, male, NA, stage:2, alive, 570 days
85.6
DO50857
0 years, male, NA, stage:2, alive, 210 days
85.1
DO45133
0 years, male, NA, stage:3, dead, 660 days
85.1
DO45153
0 years, female, NA, stage:2, alive, 1380 days
84.7
DO45113
0 years, male, NA, stage:3, alive, 1560 days
84.3
DO48759
0 years, male, NA, stage:3, alive, 720 days
83.5
DO45157
0 years, male, NA, stage:2, alive, 1980 days
83.4
DO45249
0 years, male, NA, stage:1, alive, 630 days
83.3
DO48712
0 years, male, NA, stage:2, alive, 810 days
82.0
DO45221
0 years, female, NA, stage:4, dead, 390 days
82.0
DO48716
0 years, male, NA, stage:2, alive, 720 days
81.2
DO45119
0 years, male, NA, stage:3, dead, 510 days
81.2
DO45092
0 years, male, NA, stage:4, dead, 1200 days
80.8
DO45141
0 years, male, NA, stage:2, alive, 1320 days
80.6
DO45135
0 years, male, NA, stage:1, alive, 1410 days
80.2
DO50818
0 years, male, NA, stage:2, alive, 510 days
80.1
DO45165
0 years, male, NA, stage:2, alive, 690 days
80.0
DO45199
0 years, female, NA, stage:2, alive, 1350 days
78.7
DO45161
0 years, male, NA, stage:2, dead, 540 days
78.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
78.4
DO23510
0 years, female, NA, stage:2, alive, 870 days
77.5
DO50811
0 years, male, NA, stage:1, alive, 450 days
77.0
DO45225
0 years, male, NA, stage:1, alive, 1050 days
76.7
DO45091
0 years, male, NA, stage:2, dead, 1320 days
76.7
DO23509
0 years, male, NA, stage:3, dead, 780 days
75.3
DO50805
0 years, male, NA, stage:2, alive, 690 days
75.0
DO48743
0 years, female, NA, stage:2, alive, 570 days
74.7
DO45251
0 years, female, NA, stage:2, alive, 900 days
74.5
DO23528
0 years, female, NA, stage:2, alive, 1020 days
74.4
DO23552
0 years, female, NA, stage:1, alive, 810 days
73.8
DO23516
0 years, male, NA, stage:3, dead, 20 days
73.8
DO23527
0 years, male, NA, stage:1, alive, 1050 days
73.6
DO45253
0 years, male, NA, stage:2, alive, 870 days
73.5
DO45203
0 years, female, NA, stage:2, alive, 1170 days
73.5
DO23508
0 years, female, NA, stage:2, alive, 390 days
73.4
DO45143
0 years, male, NA, stage:3, alive, 1290 days
73.3
DO23529
0 years, male, NA, stage:4, alive, 930 days
73.1
DO45229
0 years, male, NA, stage:1, alive, 990 days
72.8
DO23547
0 years, male, NA, stage:1, alive, 1020 days
72.0
DO50807
0 years, male, NA, stage:1, alive, 540 days
71.7
DO23541
0 years, male, NA, stage:2, alive, 930 days
70.7
DO45094
0 years, male, NA, stage:3, alive, 1650 days
70.5
DO45121
0 years, male, NA, stage:3, alive, 1530 days
70.5
DO48751
0 years, male, NA, stage:2, dead, 480 days
70.5
DO45095
0 years, male, NA, stage:2, alive, 1620 days
70.3
DO45283
0 years, male, NA, stage:3, alive, 510 days
69.7
DO45239
0 years, male, NA, stage:2, alive, 870 days
69.7
DO48725
0 years, male, NA, stage:1, alive, 780 days
69.5
DO45169
0 years, male, NA, stage:3, alive, 1350 days
68.8
DO45261
0 years, male, NA, stage:3, alive, 990 days
68.2
DO50802
0 years, male, NA, stage:2, alive, 930 days
68.1
DO23545
0 years, male, NA, stage:2, dead, 570 days
68.0
DO50815
0 years, male, NA, stage:3, alive, 150 days
68.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
67.9
DO45181
0 years, female, NA, stage:2, alive, 1200 days
67.9
DO23548
0 years, female, NA, stage:1, alive, 840 days
67.4
DO45233
0 years, male, NA, stage:3, alive, 900 days
67.2
DO50774
0 years, female, NA, stage:2, alive, 720 days
66.8
DO45281
0 years, male, NA, stage:4, alive, 750 days
66.4
DO48693
0 years, male, NA, stage:2, alive, 900 days
66.0
DO48761
0 years, male, NA, stage:2, alive, 870 days
65.7
DO45193
0 years, female, NA, stage:4, dead, 120 days
65.6
DO50800
0 years, male, NA, stage:2, alive, 510 days
65.5
DO45247
0 years, female, NA, stage:2, alive, 210 days
65.0
DO45223
0 years, male, NA, stage:4, alive, 1020 days
65.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
64.6
DO45187
0 years, female, NA, stage:1, alive, 1260 days
64.5
DO45103
0 years, male, NA, stage:3, alive, 450 days
63.9
DO50776
0 years, male, NA, stage:1, alive, 690 days
63.6
DO23511
0 years, female, NA, stage:3, dead, 180 days
63.6
DO45197
0 years, male, NA, stage:2, alive, 1170 days
63.4
DO23524
0 years, female, NA, stage:2, alive, 1050 days
63.1
DO45231
0 years, male, NA, stage:2, alive, 930 days
61.6
DO45096
0 years, male, NA, stage:2, dead, 1290 days
60.6
DO227801
0 years, female, NA, stage:1, alive, 660 days
60.6
DO23550
0 years, male, NA, stage:1, alive, 990 days
60.1
DO50798
0 years, male, NA, stage:3, dead, 30 days
59.0
DO50809
0 years, male, NA, stage:3, dead, 720 days
58.7
DO48701
0 years, male, NA, stage:2, alive, 780 days
58.6
DO48741
0 years, male, NA, stage:3, alive, 240 days
58.6
DO45201
0 years, male, NA, stage:1, alive, 900 days
58.5
DO50813
0 years, male, NA, stage:2, alive, 420 days
58.1
DO45177
0 years, female, NA, stage:3, alive, 1260 days
58.0
DO23543
0 years, male, NA, stage:2, alive, 1020 days
57.8
DO45257
0 years, male, NA, stage:3, alive, 810 days
57.5
DO45159
0 years, male, NA, stage:3, alive, 1470 days
56.4
DO50789
0 years, female, NA, stage:2, alive, 570 days
55.7
DO50832
0 years, male, NA, stage:3, alive, 90 days
55.1
DO48737
0 years, male, NA, stage:1, alive, 720 days
54.4
DO45191
0 years, female, NA, stage:2, alive, 1200 days
53.4
DO50791
0 years, female, NA, stage:1, dead, 480 days
52.3
DO23512
0 years, male, NA, stage:1, alive, 1260 days
52.2
DO45273
0 years, male, NA, stage:2, alive, 480 days
52.0
DO50855
0 years, male, NA, stage:2, alive, 570 days
51.3
DO45237
0 years, male, NA, stage:2, alive, 900 days
50.9
DO48672
0 years, male, NA, stage:2, alive, 450 days
50.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
49.8
DO45149
0 years, female, NA, stage:2, alive, 1260 days
49.0
DO23531
0 years, female, NA, stage:3, alive, 900 days
48.8
DO48721
0 years, female, NA, stage:1, alive, 900 days
48.0
DO48732
0 years, male, NA, stage:3, alive, 630 days
47.9
DO23518
0 years, male, NA, stage:2, alive, 1320 days
47.8
DO48727
0 years, female, NA, stage:2, dead, 390 days
47.7
DO50814
0 years, male, NA, stage:3, alive, 420 days
47.3
DO50850
0 years, male, NA, stage:3, alive, 720 days
47.1
DO48733
0 years, male, NA, stage:2, alive, 600 days
47.1
DO23546
0 years, male, NA, stage:2, alive, 1050 days
46.1
DO50816
0 years, male, NA, stage:2, alive, 390 days
45.9
DO23532
0 years, female, NA, stage:1, alive, 960 days
45.8
DO23533
0 years, male, NA, stage:2, alive, 900 days
45.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
45.6
DO45117
0 years, female, NA, stage:2, dead, 1110 days
43.0
DO23551
0 years, male, NA, stage:3, dead, 150 days
42.3
DO23538
0 years, male, NA, stage:2, alive, 450 days
42.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
41.7
DO48682
0 years, female, NA, stage:3, dead, 120 days
41.4
DO45107
0 years, female, NA, stage:2, alive, 1710 days
39.9
DO45105
0 years, male, NA, stage:1, alive, 1680 days
39.1
DO23534
0 years, male, NA, stage:2, alive, 840 days
37.6
DO50845
0 years, male, NA, stage:3, alive, 210 days
36.3
DO45167
0 years, male, NA, stage:2, dead, 1440 days
32.9
DO48760
0 years, female, NA, stage:2, alive, 690 days
32.2
DO45227
0 years, female, NA, stage:2, alive, 1020 days
30.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
29.5
DO23544
0 years, male, NA, stage:2, alive, 960 days
29.2
DO48674
0 years, male, NA, stage:2, alive, 1260 days
28.0
DO45241
0 years, male, NA, stage:1, alive, 1080 days
27.9
DO45101
0 years, male, NA, stage:2, alive, 1680 days
25.6
DO23517
0 years, male, NA, stage:2, alive, 1200 days
25.0
DO50844
0 years, male, NA, stage:4, alive, 300 days
24.8
DO45125
0 years, male, NA, stage:3, alive, 1680 days
21.7
DO45195
0 years, male, NA, stage:1, alive, 390 days
15.3
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
