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Reversing radiation-induced immunosuppression using a new therapeutic modality.
Courtney, Colleen M; Sharma, Sadhana; Fallgren, Christina; Weil, Michael M; Chatterjee, Anushree; Nagpal, Prashant.
Afiliação
  • Courtney CM; Colorado Technology Center, Sachi Bioworks, 685 S Arthur Avenue, Louisville, CO 80027 United States.
  • Sharma S; Colorado Technology Center, Sachi Bioworks, 685 S Arthur Avenue, Louisville, CO 80027 United States.
  • Fallgren C; Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, United States.
  • Weil MM; Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, United States.
  • Chatterjee A; Colorado Technology Center, Sachi Bioworks, 685 S Arthur Avenue, Louisville, CO 80027 United States.
  • Nagpal P; Colorado Technology Center, Sachi Bioworks, 685 S Arthur Avenue, Louisville, CO 80027 United States. Electronic address: nagpal@sachibio.com.
Life Sci Space Res (Amst) ; 35: 127-139, 2022 Nov.
Article em En | MEDLINE | ID: mdl-36336358
ABSTRACT
Radiation-induced immune suppression poses significant health challenges for millions of patients undergoing cancer chemotherapy and radiotherapy treatment, and astronauts and space tourists travelling to outer space. While a limited number of recombinant protein therapies, such a Sargramostim, are approved for accelerating hematologic recovery, the pronounced role of granulocyte-macrophage colony-stimulating factor (GM-CSF or CSF2) as a proinflammatory cytokine poses additional challenges in creating immune dysfunction towards pathogenic autoimmune diseases. Here we present an approach to high-throughput drug-discovery, target validation, and lead molecule identification using nucleic acid-based molecules. These Nanoligomer™ molecules are rationally designed using a bioinformatics and an artificial intelligence (AI)-based ranking method and synthesized as a single-modality combining 6-different design elements to up- or downregulate gene expression of target gene, resulting in elevated or diminished protein expression of intended target. This method additionally alters related gene network targets ultimately resulting in pathway modulation. This approach was used to perturb and identify the most effective upstream regulators and canonical pathways for therapeutic intervention to reverse radiation-induced immunosuppression. The lead Nanoligomer™ identified in a screen of human donor derived peripheral blood mononuclear cells (PBMCs) upregulated Erythropoietin (EPO) and showed the greatest reversal of radiation induced cytokine changes. It was further tested in vivo in a mouse radiation-model with low-dose (3 mg/kg) intraperitoneal administration and was shown to regulate gene expression of epo in lung tissue as well as counter immune suppression. These results point to the broader applicability of our approach towards drug-discovery, and potential for further investigation of our lead molecule as reversible gene therapy to treat adverse health outcomes induced by radiation exposure.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Inteligência Artificial / Leucócitos Mononucleares Tipo de estudo: Prognostic_studies Limite: Animals / Humans Idioma: En Revista: Life Sci Space Res (Amst) Ano de publicação: 2022 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Inteligência Artificial / Leucócitos Mononucleares Tipo de estudo: Prognostic_studies Limite: Animals / Humans Idioma: En Revista: Life Sci Space Res (Amst) Ano de publicação: 2022 Tipo de documento: Article