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Article: Discovery of a novel megakaryopoiesis enhancer, ingenol, promoting thrombopoiesis through PI3K-Akt signaling independent of thrombopoietin

TitleDiscovery of a novel megakaryopoiesis enhancer, ingenol, promoting thrombopoiesis through PI3K-Akt signaling independent of thrombopoietin
Authors
KeywordsIngenol
Ingenol (PubChem CID: 442042)
Machine learning
Megakaryocyte differentiation
Platelets
Thrombocytopenia
Issue Date1-May-2022
PublisherBioinfo Publications
Citation
Journal of Pharmacology Research, 2022, v. 177 How to Cite?
Abstract

Thrombocytopenia, a most common complication of radiotherapy and chemotherapy, is an important cause of morbidity and mortality in cancer patients. However, there are still no approved agents for the treatment of radiation- and chemotherapy-induced thrombocytopenia (RIT and CIT, respectively). In this study, a drug screening model for predicting compounds with activity in promoting megakaryocyte (MK) differentiation and platelet production was established based on machine learning (ML), and a natural product ingenol was predicted as a potential active compound. Then, in vitro experiments showed that ingenol significantly promoted MK differentiation in K562 and HEL cells. Furthermore, a RIT mice model and c-MPL knock-out (c-MPL-/-) mice constructed by CRISPR/Cas9 technology were used to assess the therapeutic action of ingenol on thrombocytopenia. The results showed that ingenol accelerated megakaryopoiesis and thrombopoiesis both in RIT mice and c-MPL-/- mice. Next, RNA-sequencing (RNA-seq) was carried out to analyze the gene expression profile induced by ingenol during MK differentiation. Finally, through experimental verifications, we demonstrated that the activation of PI3K/Akt signaling pathway was involved in ingenol-induced MK differentiation. Blocking PI3K/Akt signaling pathway abolished the promotion of ingenol on MK differentiation. Nevertheless, inhibition of TPO/c-MPL signaling pathway could not suppress ingenol-induced MK differentiation. In conclusion, our study builds a drug screening model to discover active compounds against thrombocytopenia, reveals the critical roles of ingenol in promoting MK differentiation and platelet production, and provides a promising avenue for the treatment of RIT.


Persistent Identifierhttp://hdl.handle.net/10722/340794
ISSN

 

DC FieldValueLanguage
dc.contributor.authorWang, L-
dc.contributor.authorZhang, T-
dc.contributor.authorLiu, S-
dc.contributor.authorMo, Q-
dc.contributor.authorJiang, N-
dc.contributor.authorChen, Q-
dc.contributor.authorYang, J-
dc.contributor.authorHan, YW-
dc.contributor.authorChen, JP-
dc.contributor.authorHuang, FH-
dc.contributor.authorLi, H-
dc.contributor.authorZhou, J-
dc.contributor.authorLuo, JS-
dc.contributor.authorWu, JM-
dc.date.accessioned2024-03-11T10:47:12Z-
dc.date.available2024-03-11T10:47:12Z-
dc.date.issued2022-05-01-
dc.identifier.citationJournal of Pharmacology Research, 2022, v. 177-
dc.identifier.issn0976-7134-
dc.identifier.urihttp://hdl.handle.net/10722/340794-
dc.description.abstract<p><a href="https://www.sciencedirect.com/topics/pharmacology-toxicology-and-pharmaceutical-science/thrombocytopenia" title="Learn more about Thrombocytopenia from ScienceDirect's AI-generated Topic Pages">Thrombocytopenia</a>, a most common complication of radiotherapy and chemotherapy, is an important cause of morbidity and mortality in cancer patients. However, there are still no approved agents for the treatment of radiation- and chemotherapy-induced thrombocytopenia (RIT and CIT, respectively). In this study, a drug screening model for predicting compounds with activity in promoting megakaryocyte (MK) differentiation and platelet production was established based on machine learning (ML), and a natural product <a href="https://www.sciencedirect.com/topics/pharmacology-toxicology-and-pharmaceutical-science/ingenol" title="Learn more about ingenol from ScienceDirect's AI-generated Topic Pages">ingenol</a> was predicted as a potential active compound. Then, in vitro experiments showed that <a href="https://www.sciencedirect.com/topics/pharmacology-toxicology-and-pharmaceutical-science/ingenol" title="Learn more about ingenol from ScienceDirect's AI-generated Topic Pages">ingenol</a> significantly promoted MK differentiation in K562 and HEL cells. Furthermore, a RIT mice model and c-MPL knock-out (c-MPL<sup>-/-</sup>) mice constructed by CRISPR/Cas9 technology were used to assess the therapeutic action of ingenol on thrombocytopenia. The results showed that ingenol accelerated megakaryopoiesis and thrombopoiesis both in RIT mice and c-MPL<sup>-/-</sup> mice. Next, RNA-sequencing (RNA-seq) was carried out to analyze the gene expression profile induced by ingenol during MK differentiation. Finally, through experimental verifications, we demonstrated that the activation of PI3K/Akt signaling pathway was involved in ingenol-induced MK differentiation. Blocking PI3K/Akt signaling pathway abolished the promotion of ingenol on MK differentiation. Nevertheless, inhibition of TPO/c-MPL signaling pathway could not suppress ingenol-induced MK differentiation. In conclusion, our study builds a drug screening model to discover active compounds against thrombocytopenia, reveals the critical roles of ingenol in promoting MK differentiation and platelet production, and provides a promising avenue for the treatment of RIT.</p>-
dc.languageeng-
dc.publisherBioinfo Publications-
dc.relation.ispartofJournal of Pharmacology Research-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectIngenol-
dc.subjectIngenol (PubChem CID: 442042)-
dc.subjectMachine learning-
dc.subjectMegakaryocyte differentiation-
dc.subjectPlatelets-
dc.subjectThrombocytopenia-
dc.titleDiscovery of a novel megakaryopoiesis enhancer, ingenol, promoting thrombopoiesis through PI3K-Akt signaling independent of thrombopoietin-
dc.typeArticle-
dc.identifier.doi10.1016/j.phrs.2022.106096-
dc.identifier.scopuseid_2-s2.0-85123703692-
dc.identifier.hkuros341362-
dc.identifier.volume177-
dc.identifier.eissn0976-7142-
dc.identifier.issnl0976-7134-

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