Large Language Model‐Assisted Genotoxic Metal‐Phenolic Nanoplatform for Osteosarcoma Therapy DOI Open Access

Qingxin Fan,

Yunxiang He, Jialing Liu

и другие.

Small, Год журнала: 2024, Номер unknown

Опубликована: Дек. 13, 2024

Abstract Osteosarcoma, a leading primary bone malignancy in children and adolescents, is associated with poor prognosis low global fertility rate. A large language model‐assisted phenolic network (LLMPN) platform demonstrated that integrates the model (LLM) GPT‐4 into design of multifunctional metal‐phenolic materials. Fine‐tuned identified gossypol as compound superior efficacy against osteosarcoma after evaluating across library 60 polyphenols based on correlation between experimental anti‐osteosarcoma activity multiplexed chemical properties polyphenols. Subsequently, then self‐assembled Cu 2+ ‐gossypol nanocomplexes hyaluronic acid surface modification (CuGOS NPs). CuGOS NPs has ability to induce genetic alterations cell death cells, offering significant therapeutic benefits for tumors reducing metastasis without adverse effects major organs or genital system. This work presents an LLM‐driven approach engineering metal‐organic nanoplatform broadening applications by harnessing capabilities LLMs, thereby improving feasibility efficiency research activities.

Язык: Английский

PP2A Affects Angiogenesis via Its Interaction with a Novel Phosphorylation Site of TSP1 DOI Open Access

Zsófia Thalwieser,

Márton Fonódi,

Nikolett Király

и другие.

International Journal of Molecular Sciences, Год журнала: 2024, Номер 25(3), С. 1844 - 1844

Опубликована: Фев. 3, 2024

Alterations in angiogenic properties play a pivotal role the manifestation and onset of various pathologies, including vascular diseases cancer. Thrombospondin-1 (TSP1) protein is one master regulators angiogenesis. This study unveils novel aspect TSP1 regulation through reversible phosphorylation. The silencing B55α regulatory subunit phosphatase 2A (PP2A) endothelial cells led to significant decrease expression. Direct interaction between PP2A-B55α was confirmed via methods. Truncated constructs were employed identify phosphorylation site responsible kinase, ultimately pinpointing PKC as enzyme phosphorylating on Ser93. biological effects B55α–TSP1 also analyzed. not only counteracted increase expression during wound closure but prolonged time. Although silenced initiated tube-like structures earlier than control cells, their spheroid formation disrupted, leading disintegration. Cells transfected with phosphomimic S93D exhibited smaller spheroids reduced effectiveness tube formation, revealing insights into properties. In this paper, we introduce new mechanism angiogenesis by S93 PP2A B55α.

Язык: Английский

Процитировано

2

Large Language Model‐Assisted Genotoxic Metal‐Phenolic Nanoplatform for Osteosarcoma Therapy DOI Open Access

Qingxin Fan,

Yunxiang He, Jialing Liu

и другие.

Small, Год журнала: 2024, Номер unknown

Опубликована: Дек. 13, 2024

Abstract Osteosarcoma, a leading primary bone malignancy in children and adolescents, is associated with poor prognosis low global fertility rate. A large language model‐assisted phenolic network (LLMPN) platform demonstrated that integrates the model (LLM) GPT‐4 into design of multifunctional metal‐phenolic materials. Fine‐tuned identified gossypol as compound superior efficacy against osteosarcoma after evaluating across library 60 polyphenols based on correlation between experimental anti‐osteosarcoma activity multiplexed chemical properties polyphenols. Subsequently, then self‐assembled Cu 2+ ‐gossypol nanocomplexes hyaluronic acid surface modification (CuGOS NPs). CuGOS NPs has ability to induce genetic alterations cell death cells, offering significant therapeutic benefits for tumors reducing metastasis without adverse effects major organs or genital system. This work presents an LLM‐driven approach engineering metal‐organic nanoplatform broadening applications by harnessing capabilities LLMs, thereby improving feasibility efficiency research activities.

Язык: Английский

Процитировано

0