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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.
SYNGR2 is validated prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
95.8
Number of samples
362
Samples
Sample
Description
TPM
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
441.1
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
368.5
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
336.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
316.9
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
296.6
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
289.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
286.6
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
283.9
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
281.2
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
279.3
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
268.8
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
261.8
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
255.0
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
253.6
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
247.1
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
224.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
214.4
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
212.7
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
207.9
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
205.9
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
204.7
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
199.0
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
197.9
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
193.3
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
192.4
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
192.2
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
191.7
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
186.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
186.0
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
183.9
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
181.7
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
181.7
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
179.1
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
179.1
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
177.9
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
174.0
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
171.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
170.8
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
170.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
169.2
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
165.9
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
162.7
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
162.1
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
159.6
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
156.8
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
152.4
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
150.0
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
147.7
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
146.8
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
144.5
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
144.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
143.9
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
143.6
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
141.9
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
141.6
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
141.4
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
140.0
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
139.8
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
138.6
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
138.1
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
136.1
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
135.5
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
134.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
134.3
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
133.4
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
132.1
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
128.4
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
127.9
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
127.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
126.2
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
125.1
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
124.9
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
121.2
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
120.7
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
120.6
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
119.8
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
117.8
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
117.1
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
116.7
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
115.3
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
114.7
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
113.5
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
113.4
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
113.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
112.7
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
112.7
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
112.5
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
112.4
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
111.9
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
111.6
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
111.5
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
111.3
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
110.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
110.9
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
110.5
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
110.3
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
110.3
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
108.7
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
108.7
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
108.5
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
108.5
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
108.4
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
108.1
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
107.7
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
107.0
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
105.7
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
105.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
103.0
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
103.0
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
102.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
102.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
102.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
101.7
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
101.6
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
100.9
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
100.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
100.3
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
100.2
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
100.0
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
100.0
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
99.4
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
99.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
98.2
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
98.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
96.7
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
96.3
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
95.6
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
95.2
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
94.9
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
94.7
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
94.3
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
94.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
93.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
93.4
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
93.4
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
93.0
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
90.6
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
90.4
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
90.4
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
89.1
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
88.7
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
88.3
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
88.1
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
88.1
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
88.1
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
87.7
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
87.5
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
87.1
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
86.9
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
86.5
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
86.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
85.9
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
85.6
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
85.6
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
85.5
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
85.4
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
85.4
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
85.3
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
84.9
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
84.8
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
84.4
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
84.3
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
84.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
84.0
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
83.9
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
82.8
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
82.6
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
82.5
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
82.3
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
81.7
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
81.7
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
81.4
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
80.9
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
80.9
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
80.8
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
80.8
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
80.8
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
80.4
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
79.7
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
79.3
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
79.0
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
78.4
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
77.9
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
77.6
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
76.5
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
76.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
76.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
76.0
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
75.5
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
75.5
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
75.2
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
75.2
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
75.2
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
75.0
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
74.9
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
74.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
74.5
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
73.7
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
73.5
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
73.4
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
73.0
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
72.9
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
72.8
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
72.6
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
72.2
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
71.8
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
71.7
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
71.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
71.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
70.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
70.8
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
70.7
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
69.8
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
69.6
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
69.5
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
69.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
69.4
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
69.3
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
69.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
69.1
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
68.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
68.5
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
68.5
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
68.2
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
68.2
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
68.1
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
68.0
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
68.0
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
67.9
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
67.3
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
67.2
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
67.1
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
67.0
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
66.6
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
66.6
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
66.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
66.3
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
66.1
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
66.0
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
65.7
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
65.5
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
65.1
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
65.0
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
64.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
64.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
64.0
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
63.8
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
63.6
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
63.5
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
63.4
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
63.4
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
62.9
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
62.8
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
62.7
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
62.6
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
61.5
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
61.4
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
60.9
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
60.5
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
60.5
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
60.3
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
60.2
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
60.2
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
60.2
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
60.2
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
60.0
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
59.9
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
59.8
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
59.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
59.4
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
59.0
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
58.9
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
58.8
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
58.7
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
58.7
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
58.6
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
58.4
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
58.3
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
58.1
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
57.7
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
57.6
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
57.6
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
57.3
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
57.3
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
56.8
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
56.8
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
56.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
56.3
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
56.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
55.5
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
55.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
54.8
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
53.8
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
53.5
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
52.8
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
52.5
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
52.1
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
52.1
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
52.1
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
52.1
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
51.7
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
51.7
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
51.6
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
51.5
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
51.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
51.1
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
50.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
50.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
50.1
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
50.0
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
50.0
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
49.8
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
49.7
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
49.6
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
49.5
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
49.3
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
49.2
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
49.0
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
48.9
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
47.8
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
47.6
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
47.2
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
47.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
46.7
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
45.4
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
45.3
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
45.2
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
45.1
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
45.0
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
44.2
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
43.3
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
42.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
42.9
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
42.6
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
42.1
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
41.4
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
40.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
39.8
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
39.7
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
39.4
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
39.1
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
39.1
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
37.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
37.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
36.9
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
35.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.7
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
35.5
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
35.4
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
35.1
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
34.8
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
34.4
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
33.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
33.3
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
32.9
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
31.8
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
31.6
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
31.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
31.2
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
29.2
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
28.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 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.
SYNGR2 is validated prognostic, high expression is unfavorable 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
64.5
Number of samples
231
Samples
Sample
Description
TPM
DO45093
0 years, male, NA, stage:2, dead, 720 days
370.5
DO45245
0 years, female, NA, stage:2, dead, 240 days
349.6
DO45301
0 years, male, NA, stage:2, dead, 1440 days
236.0
DO45283
0 years, male, NA, stage:3, alive, 510 days
230.5
DO45307
0 years, female, NA, stage:4, dead, 240 days
209.9
DO45299
0 years, female, NA, stage:1, alive, 1440 days
190.4
DO48681
0 years, male, NA, stage:2, alive, 900 days
189.5
DO45277
0 years, male, NA, stage:3, alive, 600 days
185.5
DO48741
0 years, male, NA, stage:3, alive, 240 days
180.2
DO45303
0 years, female, NA, stage:3, alive, 990 days
161.9
DO45211
0 years, male, NA, stage:3, alive, 240 days
158.1
DO48747
0 years, male, NA, stage:3, alive, 540 days
157.7
DO45297
0 years, female, NA, stage:4, dead, 1260 days
151.2
DO45285
0 years, male, NA, stage:3, alive, 480 days
144.5
DO45305
0 years, male, NA, stage:4, alive, 300 days
140.3
DO45275
0 years, male, NA, stage:3, dead, 10 days
139.5
DO45185
0 years, male, NA, stage:2, alive, 600 days
138.5
DO50840
0 years, male, NA, stage:2, alive, 330 days
134.4
DO45287
0 years, male, NA, stage:1, alive, 390 days
134.2
DO45131
0 years, male, NA, stage:4, dead, 360 days
133.9
DO45249
0 years, male, NA, stage:1, alive, 630 days
128.2
DO48737
0 years, male, NA, stage:1, alive, 720 days
128.0
DO50806
0 years, male, NA, stage:4, alive, 540 days
125.1
DO45193
0 years, female, NA, stage:4, dead, 120 days
123.1
DO50829
0 years, male, NA, stage:3, alive, 570 days
119.2
DO48732
0 years, male, NA, stage:3, alive, 630 days
117.3
DO23523
0 years, male, NA, stage:3, alive, 1080 days
113.8
DO23511
0 years, female, NA, stage:3, dead, 180 days
113.4
DO45205
0 years, female, NA, stage:2, dead, 90 days
112.3
DO45289
0 years, female, NA, stage:3, alive, 360 days
104.8
DO48697
0 years, female, NA, stage:2, dead, 810 days
104.0
DO50785
0 years, male, NA, stage:4, dead, 90 days
97.3
DO45279
0 years, male, NA, stage:3, alive, 1290 days
96.9
DO45209
0 years, male, NA, stage:4, alive, 1350 days
95.9
DO50809
0 years, male, NA, stage:3, dead, 720 days
95.6
DO45139
0 years, male, NA, stage:3, alive, 1320 days
95.0
DO45273
0 years, male, NA, stage:2, alive, 480 days
94.7
DO45267
0 years, male, NA, stage:3, dead, 570 days
92.6
DO23526
0 years, male, NA, stage:3, alive, 1050 days
91.5
DO23519
0 years, male, NA, stage:3, alive, 630 days
90.7
DO45127
0 years, male, NA, stage:3, dead, 420 days
85.9
DO50778
0 years, male, NA, stage:4, alive, 630 days
85.6
DO50819
0 years, female, NA, stage:2, alive, 510 days
85.4
DO23525
0 years, male, NA, stage:4, alive, 1050 days
84.3
DO23515
0 years, male, NA, stage:2, alive, 1230 days
82.1
DO45115
0 years, male, NA, stage:2, alive, 840 days
81.8
DO45092
0 years, male, NA, stage:4, dead, 1200 days
81.3
DO48730
0 years, female, NA, stage:2, alive, 630 days
81.1
DO45251
0 years, female, NA, stage:2, alive, 900 days
80.7
DO48720
0 years, female, NA, stage:2, alive, 570 days
79.6
DO45161
0 years, male, NA, stage:2, dead, 540 days
76.8
DO45153
0 years, female, NA, stage:2, alive, 1380 days
76.7
DO50825
0 years, male, NA, stage:2, alive, 390 days
76.6
DO50805
0 years, male, NA, stage:2, alive, 690 days
75.3
DO50813
0 years, male, NA, stage:2, alive, 420 days
75.2
DO23530
0 years, male, NA, stage:4, dead, 180 days
74.3
DO50855
0 years, male, NA, stage:2, alive, 570 days
73.2
DO48679
0 years, male, NA, stage:2, alive, 1200 days
73.0
DO23547
0 years, male, NA, stage:1, alive, 1020 days
72.9
DO48717
0 years, male, NA, stage:4, dead, 180 days
72.5
DO48701
0 years, male, NA, stage:2, alive, 780 days
72.1
DO45259
0 years, male, NA, stage:3, alive, 330 days
72.0
DO23535
0 years, male, NA, stage:1, alive, 960 days
71.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
70.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
69.9
DO23516
0 years, male, NA, stage:3, dead, 20 days
69.7
DO45281
0 years, male, NA, stage:4, alive, 750 days
67.6
DO45119
0 years, male, NA, stage:3, dead, 510 days
67.1
DO45213
0 years, male, NA, stage:1, alive, 1200 days
66.5
DO45165
0 years, male, NA, stage:2, alive, 690 days
66.4
DO45163
0 years, male, NA, stage:2, alive, 960 days
66.3
DO45269
0 years, male, NA, stage:3, alive, 750 days
66.1
DO50818
0 years, male, NA, stage:2, alive, 510 days
65.9
DO45241
0 years, male, NA, stage:1, alive, 1080 days
65.9
DO45157
0 years, male, NA, stage:2, alive, 1980 days
65.5
DO23539
0 years, male, NA, stage:1, alive, 1110 days
64.8
DO48704
0 years, female, NA, stage:3, alive, 750 days
64.4
DO48723
0 years, male, NA, stage:1, alive, 600 days
63.7
DO45263
0 years, male, NA, stage:3, dead, 270 days
62.4
DO45095
0 years, male, NA, stage:2, alive, 1620 days
62.3
DO45149
0 years, female, NA, stage:2, alive, 1260 days
62.2
DO23549
0 years, male, NA, stage:3, alive, 990 days
61.7
DO45235
0 years, female, NA, stage:1, alive, 900 days
61.2
DO48700
0 years, female, NA, stage:2, alive, 810 days
60.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
60.3
DO45225
0 years, male, NA, stage:1, alive, 1050 days
58.9
DO48721
0 years, female, NA, stage:1, alive, 900 days
58.3
DO45231
0 years, male, NA, stage:2, alive, 930 days
58.1
DO45243
0 years, female, NA, stage:3, alive, 930 days
57.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
56.8
DO48746
0 years, male, NA, stage:3, alive, 570 days
56.5
DO45141
0 years, male, NA, stage:2, alive, 1320 days
56.0
DO50832
0 years, male, NA, stage:3, alive, 90 days
55.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
55.6
DO45155
0 years, male, NA, stage:2, alive, 2160 days
55.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
55.5
DO45221
0 years, female, NA, stage:4, dead, 390 days
55.0
DO23524
0 years, female, NA, stage:2, alive, 1050 days
54.6
DO50811
0 years, male, NA, stage:1, alive, 450 days
54.5
DO50787
0 years, male, NA, stage:3, alive, 480 days
54.2
DO23510
0 years, female, NA, stage:2, alive, 870 days
54.1
DO45255
0 years, male, NA, stage:3, alive, 720 days
52.9
DO48742
0 years, male, NA, stage:2, alive, 600 days
52.9
DO23528
0 years, female, NA, stage:2, alive, 1020 days
52.6
DO50814
0 years, male, NA, stage:3, alive, 420 days
52.6
DO48736
0 years, female, NA, stage:1, alive, 600 days
52.4
DO50791
0 years, female, NA, stage:1, dead, 480 days
52.0
DO23533
0 years, male, NA, stage:2, alive, 900 days
51.2
DO50798
0 years, male, NA, stage:3, dead, 30 days
51.2
DO45219
0 years, male, NA, stage:2, alive, 1080 days
50.8
DO45229
0 years, male, NA, stage:1, alive, 990 days
50.8
DO48757
0 years, female, NA, stage:3, alive, 480 days
50.7
DO50820
0 years, female, NA, stage:3, alive, 510 days
50.4
DO23508
0 years, female, NA, stage:2, alive, 390 days
50.4
DO45145
0 years, male, NA, stage:3, dead, 60 days
50.3
DO45239
0 years, male, NA, stage:2, alive, 870 days
49.8
DO48712
0 years, male, NA, stage:2, alive, 810 days
49.8
DO50816
0 years, male, NA, stage:2, alive, 390 days
49.8
DO50850
0 years, male, NA, stage:3, alive, 720 days
49.5
DO45253
0 years, male, NA, stage:2, alive, 870 days
49.4
DO45179
0 years, female, NA, stage:2, alive, 600 days
49.4
DO45105
0 years, male, NA, stage:1, alive, 1680 days
49.3
DO48743
0 years, female, NA, stage:2, alive, 570 days
48.1
DO48759
0 years, male, NA, stage:3, alive, 720 days
47.9
DO45103
0 years, male, NA, stage:3, alive, 450 days
47.4
DO23537
0 years, male, NA, stage:2, dead, 900 days
47.2
DO23552
0 years, female, NA, stage:1, alive, 810 days
47.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
46.9
DO45113
0 years, male, NA, stage:3, alive, 1560 days
46.8
DO50803
0 years, female, NA, stage:1, alive, 540 days
46.7
DO45143
0 years, male, NA, stage:3, alive, 1290 days
46.6
DO50789
0 years, female, NA, stage:2, alive, 570 days
46.3
DO50783
0 years, male, NA, stage:3, alive, 480 days
46.2
DO50800
0 years, male, NA, stage:2, alive, 510 days
46.0
DO48682
0 years, female, NA, stage:3, dead, 120 days
45.9
DO45261
0 years, male, NA, stage:3, alive, 990 days
45.5
DO48728
0 years, female, NA, stage:2, alive, 150 days
45.5
DO50802
0 years, male, NA, stage:2, alive, 930 days
45.3
DO48751
0 years, male, NA, stage:2, dead, 480 days
45.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
44.3
DO48715
0 years, female, NA, stage:2, dead, 690 days
44.0
DO45189
0 years, female, NA, stage:2, alive, 1200 days
43.0
DO45109
0 years, male, NA, stage:2, alive, 1590 days
42.9
DO45191
0 years, female, NA, stage:2, alive, 1200 days
42.6
DO23512
0 years, male, NA, stage:1, alive, 1260 days
42.5
DO45207
0 years, male, NA, stage:1, alive, 1050 days
42.4
DO23518
0 years, male, NA, stage:2, alive, 1320 days
42.4
DO45227
0 years, female, NA, stage:2, alive, 1020 days
42.4
DO45135
0 years, male, NA, stage:1, alive, 1410 days
42.4
DO23541
0 years, male, NA, stage:2, alive, 930 days
42.0
DO45223
0 years, male, NA, stage:4, alive, 1020 days
42.0
DO45233
0 years, male, NA, stage:3, alive, 900 days
41.9
DO45257
0 years, male, NA, stage:3, alive, 810 days
41.8
DO45117
0 years, female, NA, stage:2, dead, 1110 days
41.6
DO45201
0 years, male, NA, stage:1, alive, 900 days
41.6
DO23542
0 years, male, NA, stage:3, alive, 960 days
41.3
DO23543
0 years, male, NA, stage:2, alive, 1020 days
41.1
DO45123
0 years, female, NA, stage:2, dead, 570 days
40.6
DO45183
0 years, female, NA, stage:2, dead, 570 days
40.5
DO23513
0 years, male, NA, stage:3, alive, 1200 days
40.3
DO50839
0 years, female, NA, stage:3, alive, 330 days
40.2
DO45125
0 years, male, NA, stage:3, alive, 1680 days
40.2
DO23509
0 years, male, NA, stage:3, dead, 780 days
40.0
DO23545
0 years, male, NA, stage:2, dead, 570 days
40.0
DO45099
0 years, male, NA, stage:3, alive, 1590 days
39.6
DO48761
0 years, male, NA, stage:2, alive, 870 days
39.6
DO45181
0 years, female, NA, stage:2, alive, 1200 days
39.6
DO23521
0 years, male, NA, stage:3, alive, 1110 days
39.2
DO50844
0 years, male, NA, stage:4, alive, 300 days
38.9
DO50804
0 years, male, NA, stage:2, alive, 720 days
38.7
DO45137
0 years, male, NA, stage:1, alive, 1320 days
38.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
38.4
DO48672
0 years, male, NA, stage:2, alive, 450 days
38.2
DO45097
0 years, male, NA, stage:3, alive, 1620 days
38.0
DO50776
0 years, male, NA, stage:1, alive, 690 days
38.0
DO23527
0 years, male, NA, stage:1, alive, 1050 days
37.6
DO50822
0 years, male, NA, stage:2, alive, 510 days
37.6
DO227801
0 years, female, NA, stage:1, alive, 660 days
37.4
DO45177
0 years, female, NA, stage:3, alive, 1260 days
37.4
DO45237
0 years, male, NA, stage:2, alive, 900 days
37.3
DO23536
0 years, male, NA, stage:2, alive, 930 days
37.3
DO45094
0 years, male, NA, stage:3, alive, 1650 days
36.9
DO50774
0 years, female, NA, stage:2, alive, 720 days
36.5
DO23546
0 years, male, NA, stage:2, alive, 1050 days
36.0
DO45199
0 years, female, NA, stage:2, alive, 1350 days
35.5
DO50817
0 years, male, NA, stage:2, alive, 390 days
35.5
DO45101
0 years, male, NA, stage:2, alive, 1680 days
34.9
DO23514
0 years, male, NA, stage:2, alive, 1290 days
34.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
34.0
DO23548
0 years, female, NA, stage:1, alive, 840 days
32.9
DO23517
0 years, male, NA, stage:2, alive, 1200 days
32.3
DO45215
0 years, male, NA, stage:2, alive, 1170 days
31.4
DO45173
0 years, male, NA, stage:3, alive, 1170 days
30.9
DO45197
0 years, male, NA, stage:2, alive, 1170 days
30.8
DO48693
0 years, male, NA, stage:2, alive, 900 days
30.3
DO48733
0 years, male, NA, stage:2, alive, 600 days
30.2
DO23544
0 years, male, NA, stage:2, alive, 960 days
30.1
DO48719
0 years, male, NA, stage:2, alive, 690 days
30.0
DO45091
0 years, male, NA, stage:2, dead, 1320 days
29.9
DO45265
0 years, male, NA, stage:3, alive, 1020 days
29.7
DO48760
0 years, female, NA, stage:2, alive, 690 days
29.7
DO48706
0 years, male, NA, stage:2, alive, 870 days
29.6
DO45203
0 years, female, NA, stage:2, alive, 1170 days
29.5
DO45169
0 years, male, NA, stage:3, alive, 1350 days
28.9
DO48677
0 years, male, NA, stage:3, alive, 1140 days
28.1
DO45187
0 years, female, NA, stage:1, alive, 1260 days
28.1
DO45111
0 years, male, NA, stage:2, alive, 1590 days
27.9
DO45096
0 years, male, NA, stage:2, dead, 1290 days
27.6
DO48725
0 years, male, NA, stage:1, alive, 780 days
25.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
25.3
DO45167
0 years, male, NA, stage:2, dead, 1440 days
25.2
DO227643
0 years, male, NA, stage:2, alive, 1260 days
25.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
24.8
DO50793
0 years, male, NA, stage:4, alive, 540 days
24.5
DO48674
0 years, male, NA, stage:2, alive, 1260 days
24.4
DO23551
0 years, male, NA, stage:3, dead, 150 days
24.2
DO50857
0 years, male, NA, stage:2, alive, 210 days
24.1
DO23531
0 years, female, NA, stage:3, alive, 900 days
23.4
DO45171
0 years, male, NA, stage:3, alive, 600 days
23.1
DO45247
0 years, female, NA, stage:2, alive, 210 days
22.9
DO48727
0 years, female, NA, stage:2, dead, 390 days
22.4
DO23538
0 years, male, NA, stage:2, alive, 450 days
21.2
DO23529
0 years, male, NA, stage:4, alive, 930 days
20.9
DO50859
0 years, male, NA, stage:2, alive, 180 days
20.7
DO50815
0 years, male, NA, stage:3, alive, 150 days
20.6
DO45195
0 years, male, NA, stage:1, alive, 390 days
20.5
DO23534
0 years, male, NA, stage:2, alive, 840 days
20.5
DO50845
0 years, male, NA, stage:3, alive, 210 days
20.4
DO45129
0 years, male, NA, stage:3, alive, 1470 days
20.3
DO45175
0 years, male, NA, stage:2, alive, 1140 days
17.8
DO45107
0 years, female, NA, stage:2, alive, 1710 days
16.5
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
965
Tumor
1.5
395
Tumor
1.3
957
Tumor
1.0
925
Tumor
1.0
311
Tumor
1.0
573
Tumor
0.9
697
Tumor
0.8
211
Tumor
0.8
525
Tumor
0.8
917
Tumor
0.8
963
Tumor
0.8
823
Tumor
0.7
981
Tumor
0.7
471
Tumor
0.6
355
Tumor
0.6
497
Tumor
0.6
491
Tumor
0.6
817
Tumor
0.6
483
Tumor
0.6
951
Tumor
0.6
1025
Tumor
0.5
361
Tumor
0.5
523
Tumor
0.5
953
Tumor
0.5
1021
Tumor
0.5
1027
Tumor
0.5
755
Tumor
0.4
331
Tumor
0.4
343
Tumor
0.4
545
Tumor
0.4
533
Tumor
0.4
863
Tumor
0.4
1015
Tumor
0.4
1031
Tumor
0.4
455
Tumor
0.4
147
Tumor
0.4
567
Tumor
0.4
861
Tumor
0.4
433
Tumor
0.4
445
Tumor
0.4
967
Tumor
0.3
271
Tumor
0.3
217
Tumor
0.3
727
Tumor
0.3
883
Tumor
0.3
923
Tumor
0.3
423
Tumor
0.3
493
Tumor
0.3
535
Tumor
0.3
877
Tumor
0.3
145
Tumor
0.3
477
Tumor
0.3
447
Tumor
0.3
413
Tumor
0.3
387
Tumor
0.3
375
Tumor
0.2
421
Tumor
0.2
777
Tumor
0.2
461
Tumor
0.2
983
Tumor
0.2
527
Tumor
0.2
415
Tumor
0.2
528
Normal
0.2
937
Tumor
0.2
297
Tumor
0.2
526
Normal
0.2
257
Tumor
0.2
966
Normal
0.2
498
Normal
0.2
492
Normal
0.2
1013
Tumor
0.2
268
Normal
0.2
524
Normal
0.2
231
Tumor
0.1
187
Tumor
0.1
515
Tumor
0.1
327
Tumor
0.1
487
Tumor
0.1
695
Tumor
0.1
554
Normal
0.1
467
Tumor
0.1
916
Normal
0.1
913
Tumor
0.1
671
Tumor
0.1
1041
Tumor
0.1
262
Normal
0.1
131
Tumor
0.1
218
Normal
0.1
258
Normal
0.1
191
Tumor
0.1
538
Normal
0.1
192
Normal
0.0
851
Tumor
0.0
943
Tumor
0.0
195
Tumor
0.0
267
Tumor
0.0
212
Normal
0.0
473
Tumor
0.0
434
Normal
0.0
353
Tumor
0.0
696
Normal
0.0
125
Tumor
0.0
647
Tumor
0.0
857
Tumor
0.0
516
Normal
0.0
494
Normal
0.0
272
Normal
-0.1
574
Normal
-0.1
546
Normal
-0.1
756
Normal
-0.1
478
Normal
-0.1
815
Tumor
-0.1
536
Normal
-0.1
724
Normal
-0.1
427
Tumor
-0.1
352
Normal
-0.1
283
Tumor
-0.1
463
Tumor
-0.1
537
Tumor
-0.1
474
Normal
-0.1
393
Tumor
-0.1
778
Normal
-0.1
553
Tumor
-0.1
223
Tumor
-0.1
213
Tumor
-0.1
824
Normal
-0.1
443
Tumor
-0.1
351
Tumor
-0.1
518
Normal
-0.1
232
Normal
-0.1
685
Tumor
-0.1
785
Tumor
-0.1
918
Normal
-0.1
465
Tumor
-0.1
224
Normal
-0.1
1026
Normal
-0.1
922
Normal
-0.1
277
Tumor
-0.1
514
Normal
-0.1
816
Normal
-0.1
391
Tumor
-0.1
484
Normal
-0.1
737
Tumor
-0.1
911
Tumor
-0.1
488
Normal
-0.1
365
Tumor
-0.1
228
Normal
-0.1
745
Tumor
-0.1
123
Tumor
-0.1
617
Tumor
-0.2
534
Normal
-0.2
713
Tumor
-0.2
956
Normal
-0.2
285
Tumor
-0.2
428
Normal
-0.2
557
Tumor
-0.2
852
Normal
-0.2
868
Normal
-0.2
924
Normal
-0.2
513
Tumor
-0.2
663
Tumor
-0.2
563
Tumor
-0.2
384
Normal
-0.2
261
Tumor
-0.2
411
Tumor
-0.2
926
Normal
-0.2
312
Normal
-0.2
363
Tumor
-0.2
412
Normal
-0.2
975
Tumor
-0.2
127
Tumor
-0.2
286
Normal
-0.2
481
Tumor
-0.2
388
Normal
-0.2
641
Tumor
-0.2
396
Normal
-0.2
978
Normal
-0.2
661
Tumor
-0.2
354
Normal
-0.2
416
Normal
-0.2
1016
Normal
-0.2
1042
Normal
-0.2
386
Normal
-0.2
422
Normal
-0.2
146
Normal
-0.2
137
Tumor
-0.2
357
Tumor
-0.2
517
Tumor
-0.2
968
Normal
-0.2
185
Tumor
-0.2
142
Normal
-0.3
332
Normal
-0.3
558
Normal
-0.3
358
Normal
-0.3
881
Tumor
-0.3
392
Normal
-0.3
1043
Tumor
-0.3
284
Normal
-0.3
721
Tumor
-0.3
138
Normal
-0.3
188
Normal
-0.3
1028
Normal
-0.3
113
Tumor
-0.3
571
Tumor
-0.3
952
Normal
-0.3
984
Normal
-0.3
977
Tumor
-0.3
728
Normal
-0.3
364
Normal
-0.3
328
Normal
-0.3
914
Normal
-0.3
112
Tumor
-0.3
278
Normal
-0.3
446
Normal
-0.3
627
Tumor
-0.3
858
Normal
-0.3
482
Normal
-0.3
394
Normal
-0.3
955
Tumor
-0.3
884
Normal
-0.3
344
Normal
-0.3
314
Normal
-0.3
714
Normal
-0.3
171
Tumor
-0.3
432
Normal
-0.3
464
Normal
-0.3
636
Normal
-0.3
964
Normal
-0.3
665
Tumor
-0.3
814
Normal
-0.3
186
Normal
-0.3
362
Normal
-0.3
132
Normal
-0.4
564
Normal
-0.4
867
Tumor
-0.4
466
Normal
-0.4
864
Normal
-0.4
221
Tumor
-0.4
786
Normal
-0.4
368
Normal
-0.4
615
Tumor
-0.4
741
Tumor
-0.4
367
Tumor
-0.4
1014
Normal
-0.4
227
Tumor
-0.4
424
Normal
-0.4
196
Normal
-0.4
642
Normal
-0.4
618
Normal
-0.4
982
Normal
-0.4
976
Normal
-0.4
628
Normal
-0.4
356
Normal
-0.4
664
Normal
-0.4
1032
Normal
-0.4
313
Tumor
-0.4
723
Tumor
-0.4
414
Normal
-0.4
616
Normal
-0.4
648
Normal
-0.4
938
Normal
-0.4
662
Normal
-0.4
915
Tumor
-0.4
444
Normal
-0.4
698
Normal
-0.4
722
Normal
-0.4
148
Normal
-0.5
954
Normal
-0.5
746
Normal
-0.5
172
Normal
-0.5
136
Normal
-0.5
716
Normal
-0.5
744
Normal
-0.5
738
Normal
-0.5
468
Normal
-0.5
451
Tumor
-0.5
298
Normal
-0.5
162
Normal
-0.5
385
Tumor
-0.5
1045
Tumor
-0.5
874
Normal
-0.5
743
Tumor
-0.5
686
Normal
-0.5
456
Normal
-0.5
214
Normal
-0.5
921
Tumor
-0.5
572
Normal
-0.5
425
Tumor
-0.5
818
Normal
-0.5
1044
Normal
-0.5
124
Normal
-0.5
568
Normal
-0.5
666
Normal
-0.5
435
Tumor
-0.5
944
Normal
-0.5
472
Normal
-0.6
126
Normal
-0.6
1022
Normal
-0.6
376
Normal
-0.6
742
Normal
-0.6
111
Normal
-0.6
878
Normal
-0.6
813
Tumor
-0.6
436
Normal
-0.6
866
Normal
-0.6
161
Tumor
-0.6
715
Tumor
-0.6
114
Normal
-0.6
865
Tumor
-0.6
882
Normal
-0.6
383
Tumor
-0.7
222
Normal
-0.7
341
Tumor
-0.7
431
Tumor
-0.7
862
Normal
-0.7
135
Tumor
-0.7
141
Tumor
-0.7
366
Normal
-0.7
958
Normal
-0.8
1046
Normal
-0.8
342
Normal
-0.8
448
Normal
-0.8
873
Tumor
-0.8
128
Normal
-0.8
426
Normal
-0.8
912
Normal
-0.9
452
Normal
-0.9
462
Normal
-1.0
635
Tumor
-1.1
672
Normal
-1.6
Show allShow less
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.