(a) Cell-cell communication result with several important pathways appended. The KEGG database was used and the log-fold-change and p-value threshold are set as 0.08 and 0.05 respectively. (b) Signature drug discovering result. Only top 30 drugs are displayed. The higher the negative enrichment score, the higher chance the drug can be used to inhibit the corresponding dysfunctional network. (c) Drug clustering result based on SMILE finger-print to identify structure similar drug clusters among all top drugs.</p
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
<p>Raw microarray data for drugs profiled in three cancer cell lines in the Connectivity Map (left) ...
(a-b) The expressive pattern of selected maker genes. These genes are highly expressed in some clust...
(Left) Illustration of sc2MeNetDrug. (Right) The detailed data analysis pipeline of sc2MeNetDrug: (1...
A bottleneck in drug discovery is the identification of the molecular targets of a compound (mode of...
<p>Pharmacological manipulations were hierarchically clustered to link compounds to behaviors. In th...
(a) Up-regulated ligands and receptors discovered by sc2MeNetDrug on two AD cohorts. Only genes that...
Predicting the cellular response of compounds is a challenge central to the discovery of new drugs. ...
Predicting the cellular response of compounds is a challenge central to the discovery of new drugs. ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
<p>Circle and square nodes correspond to drugs and kinases, respectively. A gray line represents the...
Schizophrenia is a debilitating psychiatric disorder, leading to both physical and social morbidity....
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
<p>Raw microarray data for drugs profiled in three cancer cell lines in the Connectivity Map (left) ...
(a-b) The expressive pattern of selected maker genes. These genes are highly expressed in some clust...
(Left) Illustration of sc2MeNetDrug. (Right) The detailed data analysis pipeline of sc2MeNetDrug: (1...
A bottleneck in drug discovery is the identification of the molecular targets of a compound (mode of...
<p>Pharmacological manipulations were hierarchically clustered to link compounds to behaviors. In th...
(a) Up-regulated ligands and receptors discovered by sc2MeNetDrug on two AD cohorts. Only genes that...
Predicting the cellular response of compounds is a challenge central to the discovery of new drugs. ...
Predicting the cellular response of compounds is a challenge central to the discovery of new drugs. ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
<p>Circle and square nodes correspond to drugs and kinases, respectively. A gray line represents the...
Schizophrenia is a debilitating psychiatric disorder, leading to both physical and social morbidity....
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
Existing treatments against drug addiction are often ineffective due to the complexity of the networ...
<p>Raw microarray data for drugs profiled in three cancer cell lines in the Connectivity Map (left) ...