ArticleNPJ systems biology and applications2018
A diseasome cluster-based drug repurposing of soluble guanylate cyclase activators from smooth muscle relaxation to direct neuroprotection.
Article in NPJ systems biology and applications, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04776499 (Clinical Evaluation in Healthy Volunteers of Potential syneRgistic Vascular Effects of PrOpylthiouracil, Riociguat, and Perphenazine a Possible STROKE Medication), which is not on this map. Cited by 27 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Clinical Evaluation in Healthy Volunteers of Potential syneRgistic Vascular Effects of PrOpylthiouracil, Riociguat, and Perphenazine a Possible STROKE Medication
Who cites it
27 citing papers in PubMed, 72 citations in OpenAlex.
- Synergistic Network Pharmacology: Preclinical Validation and Clinical Safety in Acute Ischemic Stroke.Journal of the American Heart Association · 2025Trial
- CYB5R3 T117S tempers fetal hemoglobin induction by hydroxyurea in patients with sickle cell disease.Blood advances · 2024Article
- Current and future directions in network biology.Bioinformatics advances · 2024Article
- Inhaled nitric oxide suppresses neuroinflammation in experimental ischemic stroke.Journal of neuroinflammation · 2023Article
- Review
- Lacking mechanistic disease definitions and corresponding association data hamper progress in network medicine and beyond.Nature communications · 2023Article
- Re-Addressing Dementia by Network Medicine and Mechanism-Based Molecular Endotypes.Journal of Alzheimer's disease : JAD · 2023Article
- Molecular Biomarker Identification Using a Network-Based Bioinformatics Approach That Links COVID-19 With Smoking.Bioinformatics and biology insights · 2023Article
- Computational systems biology in disease modeling and control, review and perspectives.NPJ systems biology and applications · 2022Review
- Cyclic GMP modulating drugs in cardiovascular diseases: mechanism-based network pharmacology.Cardiovascular research · 2022Review
- Repurposing Drugs via Network Analysis: Opportunities for Psychiatric Disorders.Pharmaceutics · 2022Review
- The sGC stimulator BAY-747 and activator runcaciguat can enhance memory in vivo via differential hippocampal plasticity mechanisms.Scientific reports · 2022Article
- Ceruletide and Alpha-1 Antitrypsin as a Novel Combination Therapy for Ischemic Stroke.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2022Article
- Efficient link prediction in the protein-protein interaction network using topological information in a generative adversarial network machine learning model.BMC bioinformatics · 2022Article
- The regulatory network architecture of cardiometabolic diseases.Nature genetics · 2022Article
- GPCRs Are Optimal Regulators of Complex Biological Systems and Orchestrate the Interface between Health and Disease.International journal of molecular sciences · 2021Review
- Drug Repurposing Using Modularity Clustering in Drug-Drug Similarity Networks Based on Drug-Gene Interactions.Pharmaceutics · 2021Article
- Network Medicine-Based Unbiased Disease Modules for Drug and Diagnostic Target Identification in ROSopathies.Handbook of experimental pharmacology · 2021Article
- Molecular networks in Network Medicine: Development and applications.Wiley interdisciplinary reviews. Systems biology and medicine · 2020Review
- Article
Corrections and comments
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Authors and funding
11 authors at 7 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Network medicine utilizes common genetic origins, markers and co-morbidities to uncover mechanistic links between diseases. These links can be summarized in the diseasome, a comprehensive network of disease-disease relationships and clusters. The diseasome has been influential during the past decade, although most of its links are not followed up experimentally. Here, we investigate a high prevalence unmet medical need cluster of disease phenotypes linked to cyclic GMP. Hitherto, the central cGMP-forming enzyme, soluble guanylate cyclase (sGC), has been targeted pharmacologically exclusively for smooth muscle modulation in cardiology and pulmonology. Here, we examine the disease associations of sGC in a non-hypothesis based manner in order to identify possibly previously unrecognized clinical indications. Surprisingly, we find that sGC, is closest linked to neurological disorders, an application that has so far not been explored clinically. Indeed, when investigating the neurological indication of this cluster with the highest unmet medical need, ischemic stroke, pre-clinically we find that sGC activity is virtually absent post-stroke. Conversely, a heme-free form of sGC, apo-sGC, was now the predominant isoform suggesting it may be a mechanism-based target in stroke. Indeed, this repurposing hypothesis could be validated experimentally in vivo as specific activators of apo-sGC were directly neuroprotective, reduced infarct size and increased survival. Thus, common mechanism clusters of the diseasome allow direct drug repurposing across previously unrelated disease phenotypes redefining them in a mechanism-based manner. Specifically, our example of repurposing apo-sGC activators for ischemic stroke should be urgently validated clinically as a possible first-in-class neuroprotective therapy.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.