Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Non-equilibrium in the Cell

Non-equilibrium in the Cell

An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

A naphthalimide derivative exerts potent antiplatelet and antithrombotic activities without a bleeding tendency.

Frontiers in pharmacology·2025

Same author

Effectiveness of molnupiravir as early treatment for COVID-19 to prevent mortality and hospitalisation in high-risk adults: A systematic review and meta-analysis of randomised trials and real-world studies involving 1,612,082 patients.

Journal of microbiology, immunology, and infection = Wei mian yu gan ran za zhi·2025

Same author

n-Butylidenephthalide recovered calcium homeostasis to ameliorate neurodegeneration of motor neurons derived from amyotrophic lateral sclerosis iPSCs.

PloS one·2024

Same author

Interstitial Control-Released Polymer Carrying a Targeting Small-Molecule Drug Reduces PD-L1 and MGMT Expression in Recurrent High-Grade Gliomas with TMZ Resistance.

Cancers·2022

Same author

Anti-Excitotoxic Effects of N-Butylidenephthalide Revealed by Chemically Insulted Purkinje Progenitor Cells Derived from SCA3 iPSCs.

International journal of molecular sciences·2022

Same author

A novel naphthalimide derivative reduces platelet activation and thrombus formation via suppressing GPVI.

Journal of cellular and molecular medicine·2021

Same journal

Retraction: Empirical Concept Overview: Analysis of Optimal Nursing Staff Allocation in Hospital Acute Care Wards and Related Decision-Making.

Hu li za zhi The journal of nursing·2026

Same journal

[Application of Trauma-Informed Care in a Patient With Schizophrenia and Childhood Trauma].

Hu li za zhi The journal of nursing·2026

Same journal

[Maintaining Intimate Relationships After Total Penectomy: A Nursing Care Perspective].

Hu li za zhi The journal of nursing·2026

Same journal

[Improving the Fat Grafting Surgical Preparation Accuracy of Operating Room Nurses Using the ADDIE Instructional Model].

Hu li za zhi The journal of nursing·2026

Same journal

[A Quality Improvement Project to Enhance Sleep Quality Among Nursing Home Residents].

Hu li za zhi The journal of nursing·2026

Same journal

[Effectiveness of Dog-Assisted Therapy in Improving the Behavioral and Psychological Symptoms of Dementia: A Systematic Review and Meta-Analysis].

Hu li za zhi The journal of nursing·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Jun 11, 2025

Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis

Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis

Published on: November 10, 2023

[A Guide to Network Meta-Analysis Using Generative AI and No-Code Tools].

¹PhD, Director, Department of Pharmacy, Fu Jen Catholic University Hospital, Fu Jen Catholic University, Taiwan, ROC. C00069@mail.fjuh.fju.edu.tw.

Hu Li Za Zhi the Journal of Nursing

|October 1, 2024

Summary

This summary is machine-generated.

Network meta-analysis (NMA) simplifies comparing medical treatments. Generative AI tools like ChatGPT and the ShinyNMA interface make NMA more accessible for researchers, improving evidence quality.

Keywords:

ChatGPT generative artificial intelligence network meta-analysis

More Related Videos

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

Author Spotlight: Impact of Intergenic Interactions on Disease-Identifying Dark Biomarkers

Author Spotlight: Impact of Intergenic Interactions on Disease-Identifying Dark Biomarkers

Published on: March 1, 2024

Related Experiment Videos

Last Updated: Jun 11, 2025

Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis

Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis

Published on: November 10, 2023

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

Author Spotlight: Impact of Intergenic Interactions on Disease-Identifying Dark Biomarkers

Author Spotlight: Impact of Intergenic Interactions on Disease-Identifying Dark Biomarkers

Published on: March 1, 2024

Area of Science:

Statistics
Medical Informatics
Bioinformatics

Context:

Network meta-analysis (NMA) is a powerful statistical method for comparing multiple medical treatments.
The prevalence and sophistication of NMA methods and software have grown significantly.
Generative Artificial Intelligence (GAI) is emerging as a tool to aid in NMA script generation.

Purpose:

To introduce the use of GAI, specifically ChatGPT, for generating R scripts for NMA using the netmeta package.
To present ShinyNMA, a web-based, no-code tool for conducting NMA with an intuitive interface.
To demonstrate how GAI and user-friendly tools can streamline NMA processes.

Summary:

This paper details using ChatGPT to create R scripts for NMA with the netmeta package.
A user-friendly, web-based tool, ShinyNMA, is developed using the Shiny package for no-code NMA.
The study showcases the creation of an NMA analysis tool using GAI and its potential applications.

Impact:

GAI and no-code tools are expected to significantly ease NMA for researchers.
Improved accessibility to NMA results will enhance real-time decision-making in healthcare.
Empowering non-specialists to conduct systematic reviews can improve analytical capabilities and evidence quality.